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Fix for benchmark_all.sh output #2644

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merged 1 commit into from
May 23, 2024
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Bouncner
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@Bouncner Bouncner commented May 16, 2024

The output of benchmark_all.sh uses the --github flag (enables GitHub's diff format that shows improving queries in green, regressing queries in red).
The compare_benchmark.py (called by benchmark_all.sh) uses a post-processing step in which the color coding is checked to add GitHub markdown accordingly. But when the script is called from benchmark_all.sh, no color codes are emitted as the used termcolor package checks for a terminal that supports colors.
This PR changes the compare_benchmark.py script to force a colorful output in all situations.

@Bouncner
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Bouncner commented May 16, 2024

Result looks like that. At least for my usage in the DELab, it works fine.
@dey4ss: How are you running it typically? I am not sure what else I need to consider (tmux, piping output somewhere etc.)

System

cx31 - click to expand
property value
Hostname cx31
CPU AMD EPYC 7742 64-Core Processor
Memory 442GB
numactl nodebind: 0 1
numactl membind: 0 1

Commit Info and Build Time

commit date message build time
84d3b1e 06.05.2024 16:08 Improve output writing of hash-based aggregate (#2612) real 460.47 user 3298.36 sys 278.13
da72f8675 15.05.2024 21:33 Empty-Commit real 680.54 user 3907.04 sys 279.25

hyriseBenchmarkTPCH - single-threaded, SF 10.0

Sum of avg. item runtimes: -5% || Geometric mean of throughput changes: +6%
Configuration Overview - click to expand
 +Configuration Overview----+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
 | Parameter                | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_84d3b1e17651f113943003fabf6735b7dac79baa_st.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_da72f86758477648ff8cee02d6098f96f66155c6_st.json |
 +--------------------------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | 84d3b1e17651f113943003fabf6735b7dac79baa-dirty                                                             | da72f86758477648ff8cee02d6098f96f66155c6-dirty                                                             |
 |  benchmark_mode          | Ordered                                                                                                    | Ordered                                                                                                    |
 |  build_type              | release                                                                                                    | release                                                                                                    |
 |  chunk_indexes           | False                                                                                                      | False                                                                                                      |
 |  chunk_size              | 65535                                                                                                      | 65535                                                                                                      |
 |  clients                 | 1                                                                                                          | 1                                                                                                          |
 |  clustering              | None                                                                                                       | None                                                                                                       |
 |  compiler                | clang 17.0.2                                                                                               | clang 17.0.2                                                                                               |
 |  cores                   | 0                                                                                                          | 0                                                                                                          |
 |  data_preparation_cores  | 0                                                                                                          | 0                                                                                                          |
 |  date                    | 2024-05-15 15:42:49                                                                                        | 2024-05-15 21:53:22                                                                                        |
 |  encoding                | {'default': {'encoding': 'Dictionary'}}                                                                    | {'default': {'encoding': 'Dictionary'}}                                                                    |
 |  max_duration            | 60000000000                                                                                                | 60000000000                                                                                                |
 |  max_runs                | 50                                                                                                         | 50                                                                                                         |
 |  scale_factor            | 10.0                                                                                                       | 10.0                                                                                                       |
 |  time_unit               | ns                                                                                                         | ns                                                                                                         |
 |  use_prepared_statements | False                                                                                                      | False                                                                                                      |
 |  using_scheduler         | False                                                                                                      | False                                                                                                      |
 |  verify                  | False                                                                                                      | False                                                                                                      |
 |  warmup_duration         | 1000000000                                                                                                 | 1000000000                                                                                                 |
 +--------------------------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |      new |        ||      old |      new |        |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
+| TPC-H 01 ||  6246.86 |  5961.33 |   -5%  ||     0.16 |     0.17 |   +5%  |               0.0044 |
+| TPC-H 02 ||    49.82 |    46.83 |   -6%˄ ||    20.07 |    21.35 |   +6%˄ | (run time too short) |
+| TPC-H 03 ||  1830.24 |  1656.21 |  -10%  ||     0.55 |     0.60 |  +11%  |               0.0000 |
 | TPC-H 04 ||  1891.68 |  1835.89 |   -3%  ||     0.53 |     0.54 |   +3%  |               0.0000 |
 | TPC-H 05 ||  3354.55 |  3402.24 |   +1%  ||     0.30 |     0.29 |   -1%  |               0.3726 |
+| TPC-H 06 ||   241.07 |   198.78 |  -18%˄ ||     4.15 |     5.03 |  +21%˄ | (run time too short) |
+| TPC-H 07 ||  1187.05 |   959.95 |  -19%˄ ||     0.84 |     1.04 |  +24%˄ | (run time too short) |
-| TPC-H 08 ||   732.98 |   779.52 |   +6%˄ ||     1.36 |     1.28 |   -6%˄ | (run time too short) |
+| TPC-H 09 ||  7481.88 |  7126.25 |   -5%  ||     0.13 |     0.14 |   +5%  |                    ˅ |
 | TPC-H 10 ||  1817.30 |  1756.88 |   -3%  ||     0.55 |     0.57 |   +3%  |               0.0000 |
 | TPC-H 11 ||    69.37 |    70.38 |   +1%˄ ||    14.41 |    14.21 |   -1%˄ | (run time too short) |
+| TPC-H 12 ||  1850.62 |  1613.89 |  -13%  ||     0.54 |     0.62 |  +15%  |               0.0000 |
 | TPC-H 13 ||  6619.09 |  6396.28 |   -3%  ||     0.15 |     0.16 |   +3%  |               0.0000 |
+| TPC-H 14 ||   726.92 |   616.25 |  -15%˄ ||     1.38 |     1.62 |  +18%˄ | (run time too short) |
 | TPC-H 15 ||   266.07 |   271.15 |   +2%˄ ||     3.76 |     3.69 |   -2%˄ | (run time too short) |
+| TPC-H 16 ||   712.55 |   644.29 |  -10%˄ ||     1.40 |     1.55 |  +11%˄ | (run time too short) |
 | TPC-H 17 ||   284.05 |   285.98 |   +1%˄ ||     3.52 |     3.50 |   -1%˄ | (run time too short) |
 | TPC-H 18 ||  1608.89 |  1650.39 |   +3%  ||     0.62 |     0.61 |   -3%  |               0.0176 |
+| TPC-H 19 ||   293.98 |   276.27 |   -6%˄ ||     3.40 |     3.62 |   +6%˄ | (run time too short) |
+| TPC-H 20 ||   814.27 |   706.49 |  -13%˄ ||     1.23 |     1.42 |  +15%˄ | (run time too short) |
 | TPC-H 21 ||  6114.15 |  5915.85 |   -3%  ||     0.16 |     0.17 |   +3%  |               0.0007 |
 | TPC-H 22 ||   630.97 |   604.83 |   -4%˄ ||     1.58 |     1.65 |   +4%˄ | (run time too short) |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum      || 44824.36 | 42775.92 |   -5%  ||          |          |        |                      |
+| Geomean  ||          |          |        ||          |          |   +6%  |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                         |
 |          || ˅ Insufficient number of runs for p-value calculation                               |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - single-threaded, SF 0.01

Sum of avg. item runtimes: -13% || Geometric mean of throughput changes: +16%
Configuration Overview - click to expand
 +Configuration Overview----+----------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------+
 | Parameter                | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_84d3b1e17651f113943003fabf6735b7dac79baa_st_s01.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_da72f86758477648ff8cee02d6098f96f66155c6_st_s01.json |
 +--------------------------+----------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | 84d3b1e17651f113943003fabf6735b7dac79baa-dirty                                                                 | da72f86758477648ff8cee02d6098f96f66155c6-dirty                                                                 |
 |  benchmark_mode          | Ordered                                                                                                        | Ordered                                                                                                        |
 |  build_type              | release                                                                                                        | release                                                                                                        |
 |  chunk_indexes           | False                                                                                                          | False                                                                                                          |
 |  chunk_size              | 65535                                                                                                          | 65535                                                                                                          |
 |  clients                 | 1                                                                                                              | 1                                                                                                              |
 |  clustering              | None                                                                                                           | None                                                                                                           |
 |  compiler                | clang 17.0.2                                                                                                   | clang 17.0.2                                                                                                   |
 |  cores                   | 0                                                                                                              | 0                                                                                                              |
 |  data_preparation_cores  | 0                                                                                                              | 0                                                                                                              |
 |  date                    | 2024-05-15 16:01:03                                                                                            | 2024-05-15 22:11:03                                                                                            |
 |  encoding                | {'default': {'encoding': 'Dictionary'}}                                                                        | {'default': {'encoding': 'Dictionary'}}                                                                        |
 |  max_duration            | 60000000000                                                                                                    | 60000000000                                                                                                    |
 |  max_runs                | 50                                                                                                             | 50                                                                                                             |
 |  scale_factor            | 0.009999999776482582                                                                                           | 0.009999999776482582                                                                                           |
 |  time_unit               | ns                                                                                                             | ns                                                                                                             |
 |  use_prepared_statements | False                                                                                                          | False                                                                                                          |
 |  using_scheduler         | False                                                                                                          | False                                                                                                          |
 |  verify                  | False                                                                                                          | False                                                                                                          |
 |  warmup_duration         | 1000000000                                                                                                     | 1000000000                                                                                                     |
 +--------------------------+----------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------+
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |     new |        ||      old |      new |        |                      |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
+| TPC-H 01 ||    10.70 |    9.88 |   -8%˄ ||    93.46 |   101.25 |   +8%˄ | (run time too short) |
+| TPC-H 02 ||     4.70 |    4.05 |  -14%˄ ||   212.70 |   246.69 |  +16%˄ | (run time too short) |
+| TPC-H 03 ||     0.73 |    0.58 |  -21%˄ ||  1364.64 |  1733.86 |  +27%˄ | (run time too short) |
+| TPC-H 04 ||     0.42 |    0.36 |  -14%˄ ||  2382.92 |  2766.42 |  +16%˄ | (run time too short) |
+| TPC-H 05 ||     1.04 |    0.90 |  -13%˄ ||   959.84 |  1108.92 |  +16%˄ | (run time too short) |
+| TPC-H 06 ||     0.23 |    0.20 |  -16%˄ ||  4246.54 |  5029.93 |  +18%˄ | (run time too short) |
+| TPC-H 07 ||    12.40 |   10.15 |  -18%˄ ||    80.67 |    98.48 |  +22%˄ | (run time too short) |
+| TPC-H 08 ||    15.86 |   13.80 |  -13%˄ ||    63.06 |    72.46 |  +15%˄ | (run time too short) |
+| TPC-H 09 ||     4.44 |    3.23 |  -27%˄ ||   225.29 |   309.47 |  +37%˄ | (run time too short) |
+| TPC-H 10 ||     0.71 |    0.63 |  -12%˄ ||  1396.45 |  1578.83 |  +13%˄ | (run time too short) |
+| TPC-H 11 ||     0.20 |    0.17 |  -15%˄ ||  5007.08 |  5906.60 |  +18%˄ | (run time too short) |
+| TPC-H 12 ||     0.73 |    0.59 |  -20%˄ ||  1363.04 |  1700.83 |  +25%˄ | (run time too short) |
+| TPC-H 13 ||     2.12 |    1.97 |   -7%˄ ||   472.12 |   507.95 |   +8%˄ | (run time too short) |
+| TPC-H 14 ||     0.33 |    0.27 |  -18%˄ ||  3014.29 |  3681.51 |  +22%˄ | (run time too short) |
+| TPC-H 15 ||     1.34 |    1.16 |  -13%˄ ||   744.73 |   857.81 |  +15%˄ | (run time too short) |
+| TPC-H 16 ||     2.45 |    2.18 |  -11%˄ ||   407.50 |   457.65 |  +12%˄ | (run time too short) |
+| TPC-H 17 ||     0.68 |    0.56 |  -18%˄ ||  1466.31 |  1785.85 |  +22%˄ | (run time too short) |
 | TPC-H 18 ||     1.10 |    1.08 |   -2%˄ ||   907.06 |   928.82 |   +2%˄ | (run time too short) |
+| TPC-H 19 ||     6.43 |    5.92 |   -8%˄ ||   155.57 |   168.92 |   +9%˄ | (run time too short) |
+| TPC-H 20 ||     2.92 |    2.53 |  -13%˄ ||   342.45 |   394.63 |  +15%˄ | (run time too short) |
+| TPC-H 21 ||     1.11 |    0.95 |  -14%˄ ||   899.98 |  1050.60 |  +17%˄ | (run time too short) |
+| TPC-H 22 ||     1.29 |    1.15 |  -11%˄ ||   771.59 |   869.43 |  +13%˄ | (run time too short) |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
+| Sum      ||    71.93 |   62.30 |  -13%  ||          |          |        |                      |
+| Geomean  ||          |         |        ||          |          |  +16%  |                      |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                        |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, ordered, 1 client, 64 cores, SF 10.0

Sum of avg. item runtimes: -5% || Geometric mean of throughput changes: +6%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_84d3b1e17651f113943003fabf6735b7dac79baa_mt_ordered.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_da72f86758477648ff8cee02d6098f96f66155c6_mt_ordered.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 84d3b1e17651f113943003fabf6735b7dac79baa-dirty                                                                     | da72f86758477648ff8cee02d6098f96f66155c6-dirty                                                                     |
 |  benchmark_mode               | Ordered                                                                                                            | Ordered                                                                                                            |
 |  build_type                   | release                                                                                                            | release                                                                                                            |
 |  chunk_indexes                | False                                                                                                              | False                                                                                                              |
 |  chunk_size                   | 65535                                                                                                              | 65535                                                                                                              |
 |  clients                      | 1                                                                                                                  | 1                                                                                                                  |
 |  clustering                   | None                                                                                                               | None                                                                                                               |
 |  compiler                     | clang 17.0.2                                                                                                       | clang 17.0.2                                                                                                       |
 |  cores                        | 64                                                                                                                 | 64                                                                                                                 |
 |  data_preparation_cores       | 0                                                                                                                  | 0                                                                                                                  |
 |  date                         | 2024-05-15 16:01:29                                                                                                | 2024-05-15 22:11:29                                                                                                |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                            | {'default': {'encoding': 'Dictionary'}}                                                                            |
 |  max_duration                 | 60000000000                                                                                                        | 60000000000                                                                                                        |
 |  max_runs                     | 50                                                                                                                 | 50                                                                                                                 |
 |  scale_factor                 | 10.0                                                                                                               | 10.0                                                                                                               |
 |  time_unit                    | ns                                                                                                                 | ns                                                                                                                 |
 |  use_prepared_statements      | False                                                                                                              | False                                                                                                              |
 |  using_scheduler              | True                                                                                                               | True                                                                                                               |
 |  utilized_cores_per_numa_node | [64]                                                                                                               | [64]                                                                                                               |
 |  verify                       | False                                                                                                              | False                                                                                                              |
 |  warmup_duration              | 1000000000                                                                                                         | 1000000000                                                                                                         |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |      new |        ||      old |      new |        |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
+| TPC-H 01 ||  5850.90 |  5463.11 |   -7%  ||     0.17 |     0.18 |   +7%  |               0.0000 |
+| TPC-H 02 ||    75.37 |    71.05 |   -6%˄ ||    13.25 |    14.05 |   +6%˄ | (run time too short) |
+| TPC-H 03 ||   898.94 |   817.28 |   -9%˄ ||     1.11 |     1.22 |  +10%˄ | (run time too short) |
+| TPC-H 04 ||   871.29 |   823.63 |   -5%˄ ||     1.15 |     1.21 |   +6%˄ | (run time too short) |
+| TPC-H 05 ||   692.38 |   660.20 |   -5%˄ ||     1.44 |     1.51 |   +5%˄ | (run time too short) |
+| TPC-H 06 ||    78.82 |    69.65 |  -12%˄ ||    12.67 |    14.34 |  +13%˄ | (run time too short) |
+| TPC-H 07 ||   357.02 |   320.53 |  -10%˄ ||     2.80 |     3.12 |  +11%˄ | (run time too short) |
+| TPC-H 08 ||   301.16 |   286.91 |   -5%˄ ||     3.32 |     3.48 |   +5%˄ | (run time too short) |
 | TPC-H 09 ||  2844.46 |  2769.75 |   -3%  ||     0.35 |     0.36 |   +3%  |               0.0002 |
 | TPC-H 10 ||   826.34 |   805.00 |   -3%˄ ||     1.21 |     1.24 |   +3%˄ | (run time too short) |
 | TPC-H 11 ||    78.60 |    78.17 |   -1%˄ ||    12.71 |    12.77 |   +1%˄ | (run time too short) |
+| TPC-H 12 ||   756.97 |   641.49 |  -15%˄ ||     1.32 |     1.56 |  +18%˄ | (run time too short) |
 | TPC-H 13 ||  3950.65 |  3875.89 |   -2%  ||     0.25 |     0.26 |   +2%  |               0.0006 |
+| TPC-H 14 ||   180.11 |   171.98 |   -5%˄ ||     5.55 |     5.81 |   +5%˄ | (run time too short) |
 | TPC-H 15 ||   172.89 |   170.24 |   -2%˄ ||     5.78 |     5.87 |   +2%˄ | (run time too short) |
+| TPC-H 16 ||  1009.32 |   843.25 |  -16%˄ ||     0.99 |     1.19 |  +20%˄ | (run time too short) |
+| TPC-H 17 ||   105.87 |   100.72 |   -5%˄ ||     9.44 |     9.92 |   +5%˄ | (run time too short) |
 | TPC-H 18 ||  2596.50 |  2568.85 |   -1%  ||     0.39 |     0.39 |   +1%  |               0.4838 |
 | TPC-H 19 ||   134.57 |   138.31 |   +3%˄ ||     7.43 |     7.22 |   -3%˄ | (run time too short) |
+| TPC-H 20 ||   279.32 |   257.72 |   -8%˄ ||     3.58 |     3.88 |   +8%˄ | (run time too short) |
 | TPC-H 21 ||  1437.59 |  1377.59 |   -4%  ||     0.70 |     0.73 |   +4%  |               0.0004 |
 | TPC-H 22 ||   179.14 |   174.85 |   -2%˄ ||     5.58 |     5.72 |   +2%˄ | (run time too short) |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum      || 23678.21 | 22486.19 |   -5%  ||          |          |        |                      |
+| Geomean  ||          |          |        ||          |          |   +6%  |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                         |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, shuffled, 64 clients, 64 cores, SF 10.0

Sum of avg. item runtimes: -4% || Geometric mean of throughput changes: +4%
Configuration Overview - click to expand
 +Configuration Overview---------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_84d3b1e17651f113943003fabf6735b7dac79baa_mt.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCH_da72f86758477648ff8cee02d6098f96f66155c6_mt.json |
 +-------------------------------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 84d3b1e17651f113943003fabf6735b7dac79baa-dirty                                                             | da72f86758477648ff8cee02d6098f96f66155c6-dirty                                                             |
 |  benchmark_mode               | Shuffled                                                                                                   | Shuffled                                                                                                   |
 |  build_type                   | release                                                                                                    | release                                                                                                    |
 |  chunk_indexes                | False                                                                                                      | False                                                                                                      |
 |  chunk_size                   | 65535                                                                                                      | 65535                                                                                                      |
 |  clients                      | 64                                                                                                         | 64                                                                                                         |
 |  clustering                   | None                                                                                                       | None                                                                                                       |
 |  compiler                     | clang 17.0.2                                                                                               | clang 17.0.2                                                                                               |
 |  cores                        | 64                                                                                                         | 64                                                                                                         |
 |  data_preparation_cores       | 0                                                                                                          | 0                                                                                                          |
 |  date                         | 2024-05-15 16:15:54                                                                                        | 2024-05-15 22:25:09                                                                                        |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                    | {'default': {'encoding': 'Dictionary'}}                                                                    |
 |  max_duration                 | 1200000000000                                                                                              | 1200000000000                                                                                              |
 |  max_runs                     | -1                                                                                                         | -1                                                                                                         |
 |  scale_factor                 | 10.0                                                                                                       | 10.0                                                                                                       |
 |  time_unit                    | ns                                                                                                         | ns                                                                                                         |
 |  use_prepared_statements      | False                                                                                                      | False                                                                                                      |
 |  using_scheduler              | True                                                                                                       | True                                                                                                       |
 |  utilized_cores_per_numa_node | [64]                                                                                                       | [64]                                                                                                       |
 |  verify                       | False                                                                                                      | False                                                                                                      |
 |  warmup_duration              | 0                                                                                                          | 0                                                                                                          |
 +-------------------------------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+---------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |          ||      old |      new |        ||      old |      new |        |         |
 +----------++----------+----------+--------++----------+----------+--------+---------+
+| TPC-H 01 ||  6709.55 |  6271.26 |   -7%  ||     1.00 |     1.04 |   +4%  |  0.0000 |
 | TPC-H 02 ||   531.03 |   515.26 |   -3%  ||     1.00 |     1.04 |   +4%  |  0.8121 |
 | TPC-H 03 ||  2881.05 |  2936.91 |   +2%  ||     1.00 |     1.04 |   +4%  |  0.6990 |
 | TPC-H 04 ||  2621.79 |  2549.54 |   -3%  ||     1.00 |     1.04 |   +4%  |  0.6277 |
+| TPC-H 05 ||  4305.07 |  4088.31 |   -5%  ||     1.00 |     1.04 |   +4%  |  0.2337 |
-| TPC-H 06 ||   764.79 |   910.55 |  +19%  ||     1.00 |     1.04 |   +4%  |  0.0615 |
+| TPC-H 07 ||  3798.17 |  3495.57 |   -8%  ||     1.00 |     1.04 |   +3%  |  0.1454 |
+| TPC-H 08 ||  2633.57 |  2415.37 |   -8%  ||     1.00 |     1.04 |   +4%  |  0.1620 |
+| TPC-H 09 ||  6803.76 |  6459.07 |   -5%  ||     1.00 |     1.04 |   +4%  |  0.0702 |
 | TPC-H 10 ||  3591.65 |  3535.26 |   -2%  ||     1.00 |     1.04 |   +3%  |  0.7431 |
 | TPC-H 11 ||   542.04 |   563.55 |   +4%  ||     1.00 |     1.04 |   +4%  |  0.7722 |
+| TPC-H 12 ||  2858.63 |  2698.73 |   -6%  ||     1.00 |     1.04 |   +4%  |  0.2516 |
 | TPC-H 13 ||  5969.76 |  5754.15 |   -4%  ||     1.00 |     1.04 |   +4%  |  0.0535 |
+| TPC-H 14 ||  1200.08 |  1116.20 |   -7%  ||     1.00 |     1.04 |   +4%  |  0.3476 |
 | TPC-H 15 ||   705.52 |   677.71 |   -4%  ||     1.00 |     1.04 |   +4%  |  0.6575 |
+| TPC-H 16 ||  2752.13 |  2380.68 |  -13%  ||     1.00 |     1.04 |   +4%  |  0.0061 |
 | TPC-H 17 ||   844.58 |   881.72 |   +4%  ||     1.00 |     1.04 |   +4%  |  0.6643 |
 | TPC-H 18 ||  3797.84 |  3829.16 |   +1%  ||     1.00 |     1.04 |   +4%  |  0.8026 |
-| TPC-H 19 ||  1179.21 |  1354.98 |  +15%  ||     1.00 |     1.04 |   +4%  |  0.1547 |
+| TPC-H 20 ||  1962.98 |  1834.46 |   -7%  ||     1.00 |     1.04 |   +4%  |  0.2981 |
+| TPC-H 21 ||  5782.09 |  5330.46 |   -8%  ||     1.00 |     1.04 |   +4%  |  0.0297 |
-| TPC-H 22 ||  1098.81 |  1167.74 |   +6%  ||     1.01 |     1.04 |   +3%  |  0.4799 |
 +----------++----------+----------+--------++----------+----------+--------+---------+
 | Sum      || 63334.09 | 60766.66 |   -4%  ||          |          |        |         |
 | Geomean  ||          |          |        ||          |          |   +4%  |         |
 +----------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCDS - single-threaded

Sum of avg. item runtimes: -4% || Geometric mean of throughput changes: +7%
Configuration Overview - click to expand
 +Configuration Overview---+-------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCDS_84d3b1e17651f113943003fabf6735b7dac79baa_st.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCDS_da72f86758477648ff8cee02d6098f96f66155c6_st.json |
 +-------------------------+-------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 84d3b1e17651f113943003fabf6735b7dac79baa-dirty                                                              | da72f86758477648ff8cee02d6098f96f66155c6-dirty                                                              |
 |  benchmark_mode         | Ordered                                                                                                     | Ordered                                                                                                     |
 |  build_type             | release                                                                                                     | release                                                                                                     |
 |  chunk_indexes          | False                                                                                                       | False                                                                                                       |
 |  chunk_size             | 65535                                                                                                       | 65535                                                                                                       |
 |  clients                | 1                                                                                                           | 1                                                                                                           |
 |  compiler               | clang 17.0.2                                                                                                | clang 17.0.2                                                                                                |
 |  cores                  | 0                                                                                                           | 0                                                                                                           |
 |  data_preparation_cores | 0                                                                                                           | 0                                                                                                           |
 |  date                   | 2024-05-15 16:38:00                                                                                         | 2024-05-15 22:47:13                                                                                         |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                     | {'default': {'encoding': 'Dictionary'}}                                                                     |
 |  max_duration           | 60000000000                                                                                                 | 60000000000                                                                                                 |
 |  max_runs               | 50                                                                                                          | 50                                                                                                          |
 |  time_unit              | ns                                                                                                          | ns                                                                                                          |
 |  using_scheduler        | False                                                                                                       | False                                                                                                       |
 |  verify                 | False                                                                                                       | False                                                                                                       |
 |  warmup_duration        | 1000000000                                                                                                  | 1000000000                                                                                                  |
 +-------------------------+-------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| 01      ||   304.30 |   291.12 |   -4%˄ ||     3.29 |     3.43 |   +5%˄ | (run time too short) |
 | 03      ||   101.20 |    99.31 |   -2%˄ ||     9.88 |    10.07 |   +2%˄ | (run time too short) |
+| 06      ||   239.73 |   222.18 |   -7%˄ ||     4.17 |     4.50 |   +8%˄ | (run time too short) |
+| 07      ||   389.13 |   337.38 |  -13%˄ ||     2.57 |     2.96 |  +15%˄ | (run time too short) |
 | 09      ||  1055.48 |  1064.63 |   +1%˄ ||     0.95 |     0.94 |   -1%˄ | (run time too short) |
+| 10      ||   166.94 |   153.89 |   -8%˄ ||     5.99 |     6.50 |   +8%˄ | (run time too short) |
+| 13      ||   693.04 |   618.73 |  -11%˄ ||     1.44 |     1.62 |  +12%˄ | (run time too short) |
+| 15      ||   136.29 |   125.07 |   -8%˄ ||     7.34 |     8.00 |   +9%˄ | (run time too short) |
 | 16      ||    69.84 |    68.62 |   -2%˄ ||    14.32 |    14.57 |   +2%˄ | (run time too short) |
 | 17      ||   430.58 |   412.06 |   -4%˄ ||     2.32 |     2.43 |   +4%˄ | (run time too short) |
+| 19      ||   140.79 |   122.15 |  -13%˄ ||     7.10 |     8.19 |  +15%˄ | (run time too short) |
+| 25      ||   213.90 |   202.96 |   -5%˄ ||     4.67 |     4.93 |   +5%˄ | (run time too short) |
+| 26      ||   160.64 |   139.58 |  -13%˄ ||     6.22 |     7.16 |  +15%˄ | (run time too short) |
 | 28      ||   795.49 |   779.17 |   -2%˄ ||     1.26 |     1.28 |   +2%˄ | (run time too short) |
 | 29      ||   593.90 |   581.05 |   -2%˄ ||     1.68 |     1.72 |   +2%˄ | (run time too short) |
+| 31      ||  1596.03 |  1481.72 |   -7%  ||     0.63 |     0.67 |   +8%  |               0.0000 |
 | 32      ||    35.70 |    34.63 |   -3%˄ ||    28.01 |    28.87 |   +3%˄ | (run time too short) |
+| 34      ||   231.46 |   199.00 |  -14%˄ ||     4.32 |     5.02 |  +16%˄ | (run time too short) |
+| 35      ||   824.60 |   763.00 |   -7%˄ ||     1.21 |     1.31 |   +8%˄ | (run time too short) |
+| 37      ||   851.92 |   728.61 |  -14%˄ ||     1.17 |     1.37 |  +17%˄ | (run time too short) |
 | 39a     ||  1889.24 |  1883.40 |   -0%  ||     0.53 |     0.53 |   +0%  |               0.2981 |
 | 39b     ||  1871.62 |  1867.31 |   -0%  ||     0.53 |     0.54 |   +0%  |               0.2766 |
+| 41      ||   336.37 |   262.88 |  -22%˄ ||     2.97 |     3.80 |  +28%˄ | (run time too short) |
+| 42      ||   110.92 |    99.07 |  -11%˄ ||     9.01 |    10.09 |  +12%˄ | (run time too short) |
+| 43      ||  1081.82 |   969.90 |  -10%˄ ||     0.92 |     1.03 |  +12%˄ | (run time too short) |
+| 45      ||   177.97 |   154.26 |  -13%˄ ||     5.62 |     6.48 |  +15%˄ | (run time too short) |
 | 48      ||  1125.78 |  1078.61 |   -4%˄ ||     0.89 |     0.93 |   +4%˄ | (run time too short) |
+| 50      ||   162.87 |   154.29 |   -5%˄ ||     6.14 |     6.48 |   +6%˄ | (run time too short) |
+| 52      ||   115.24 |    99.15 |  -14%˄ ||     8.68 |    10.09 |  +16%˄ | (run time too short) |
+| 55      ||   108.90 |    92.55 |  -15%˄ ||     9.18 |    10.80 |  +18%˄ | (run time too short) |
+| 62      ||   601.76 |   569.01 |   -5%˄ ||     1.66 |     1.76 |   +6%˄ | (run time too short) |
 | 65      ||  2379.87 |  2360.62 |   -1%  ||     0.42 |     0.42 |   +1%  |               0.0758 |
+| 69      ||   183.16 |   171.18 |   -7%˄ ||     5.46 |     5.84 |   +7%˄ | (run time too short) |
+| 73      ||   108.98 |    96.97 |  -11%˄ ||     9.18 |    10.31 |  +12%˄ | (run time too short) |
+| 79      ||   632.48 |   575.56 |   -9%˄ ||     1.58 |     1.74 |  +10%˄ | (run time too short) |
+| 81      ||   208.39 |   189.48 |   -9%˄ ||     4.80 |     5.28 |  +10%˄ | (run time too short) |
+| 82      ||   923.28 |   824.19 |  -11%˄ ||     1.08 |     1.21 |  +12%˄ | (run time too short) |
 | 83      ||    52.07 |    51.45 |   -1%˄ ||    19.20 |    19.44 |   +1%˄ | (run time too short) |
-| 84      ||    18.58 |    19.71 |   +6%˄ ||    53.79 |    50.73 |   -6%˄ | (run time too short) |
+| 85      ||   208.82 |   193.07 |   -8%˄ ||     4.79 |     5.18 |   +8%˄ | (run time too short) |
+| 88      ||   953.60 |   882.78 |   -7%˄ ||     1.05 |     1.13 |   +8%˄ | (run time too short) |
 | 91      ||    20.90 |    20.32 |   -3%˄ ||    47.84 |    49.19 |   +3%˄ | (run time too short) |
+| 92      ||    50.44 |    46.06 |   -9%˄ ||    19.82 |    21.71 |  +10%˄ | (run time too short) |
 | 93      ||  5225.37 |  5093.36 |   -3%  ||     0.19 |     0.20 |   +3%  |               0.0000 |
+| 94      ||    52.43 |    47.75 |   -9%˄ ||    19.07 |    20.94 |  +10%˄ | (run time too short) |
 | 95      ||  4585.98 |  4777.85 |   +4%  ||     0.22 |     0.21 |   -4%  |               0.0041 |
 | 96      ||    83.35 |    80.42 |   -4%˄ ||    12.00 |    12.43 |   +4%˄ | (run time too short) |
+| 97      ||  4706.37 |  4502.91 |   -4%  ||     0.21 |     0.22 |   +5%  |               0.0000 |
+| 99      ||  1112.49 |  1052.90 |   -5%˄ ||     0.90 |     0.95 |   +6%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum     || 38120.01 | 36641.86 |   -4%  ||          |          |        |                      |
+| Geomean ||          |          |        ||          |          |   +7%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCDS - multi-threaded, ordered, 1 client, 64 cores

Sum of avg. item runtimes: -4% || Geometric mean of throughput changes: +4%
Configuration Overview - click to expand
 +Configuration Overview---------+---------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCDS_84d3b1e17651f113943003fabf6735b7dac79baa_mt_ordered.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCDS_da72f86758477648ff8cee02d6098f96f66155c6_mt_ordered.json |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 84d3b1e17651f113943003fabf6735b7dac79baa-dirty                                                                      | da72f86758477648ff8cee02d6098f96f66155c6-dirty                                                                      |
 |  benchmark_mode               | Ordered                                                                                                             | Ordered                                                                                                             |
 |  build_type                   | release                                                                                                             | release                                                                                                             |
 |  chunk_indexes                | False                                                                                                               | False                                                                                                               |
 |  chunk_size                   | 65535                                                                                                               | 65535                                                                                                               |
 |  clients                      | 1                                                                                                                   | 1                                                                                                                   |
 |  compiler                     | clang 17.0.2                                                                                                        | clang 17.0.2                                                                                                        |
 |  cores                        | 64                                                                                                                  | 64                                                                                                                  |
 |  data_preparation_cores       | 0                                                                                                                   | 0                                                                                                                   |
 |  date                         | 2024-05-15 17:00:04                                                                                                 | 2024-05-15 23:08:12                                                                                                 |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                             | {'default': {'encoding': 'Dictionary'}}                                                                             |
 |  max_duration                 | 60000000000                                                                                                         | 60000000000                                                                                                         |
 |  max_runs                     | 50                                                                                                                  | 50                                                                                                                  |
 |  time_unit                    | ns                                                                                                                  | ns                                                                                                                  |
 |  using_scheduler              | True                                                                                                                | True                                                                                                                |
 |  utilized_cores_per_numa_node | [64]                                                                                                                | [64]                                                                                                                |
 |  verify                       | False                                                                                                               | False                                                                                                               |
 |  warmup_duration              | 1000000000                                                                                                          | 1000000000                                                                                                          |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | 01      ||   306.10 |   308.12 |   +1%˄ ||     3.27 |     3.24 |   -1%˄ | (run time too short) |
 | 03      ||    38.22 |    37.42 |   -2%˄ ||    26.12 |    26.67 |   +2%˄ | (run time too short) |
+| 06      ||   217.23 |   201.50 |   -7%˄ ||     4.60 |     4.96 |   +8%˄ | (run time too short) |
 | 07      ||   250.88 |   241.36 |   -4%˄ ||     3.98 |     4.14 |   +4%˄ | (run time too short) |
-| 09      ||   125.72 |   132.44 |   +5%˄ ||     7.95 |     7.55 |   -5%˄ | (run time too short) |
 | 10      ||    38.54 |    37.10 |   -4%˄ ||    25.91 |    26.92 |   +4%˄ | (run time too short) |
 | 13      ||   334.48 |   329.82 |   -1%˄ ||     2.99 |     3.03 |   +1%˄ | (run time too short) |
+| 15      ||    83.11 |    75.64 |   -9%˄ ||    12.02 |    13.21 |  +10%˄ | (run time too short) |
+| 16      ||    39.22 |    37.31 |   -5%˄ ||    25.45 |    26.76 |   +5%˄ | (run time too short) |
 | 17      ||   165.69 |   160.40 |   -3%˄ ||     6.03 |     6.23 |   +3%˄ | (run time too short) |
+| 19      ||    85.91 |    81.71 |   -5%˄ ||    11.63 |    12.23 |   +5%˄ | (run time too short) |
+| 25      ||   126.68 |   120.84 |   -5%˄ ||     7.89 |     8.27 |   +5%˄ | (run time too short) |
+| 26      ||   135.78 |   128.18 |   -6%˄ ||     7.36 |     7.80 |   +6%˄ | (run time too short) |
 | 28      ||   182.03 |   178.55 |   -2%˄ ||     5.49 |     5.60 |   +2%˄ | (run time too short) |
 | 29      ||   492.26 |   484.89 |   -1%˄ ||     2.03 |     2.06 |   +2%˄ | (run time too short) |
+| 31      ||   666.63 |   629.14 |   -6%˄ ||     1.50 |     1.59 |   +6%˄ | (run time too short) |
 | 32      ||    33.01 |    32.67 |   -1%˄ ||    30.21 |    30.52 |   +1%˄ | (run time too short) |
 | 34      ||   109.50 |   107.14 |   -2%˄ ||     9.12 |     9.32 |   +2%˄ | (run time too short) |
+| 35      ||   566.69 |   522.47 |   -8%˄ ||     1.76 |     1.91 |   +8%˄ | (run time too short) |
+| 37      ||   246.22 |   229.84 |   -7%˄ ||     4.06 |     4.35 |   +7%˄ | (run time too short) |
+| 39a     ||  1157.68 |  1059.89 |   -8%˄ ||     0.86 |     0.94 |   +9%˄ | (run time too short) |
 | 39b     ||  1072.36 |  1081.35 |   +1%˄ ||     0.93 |     0.92 |   -1%˄ | (run time too short) |
+| 41      ||   624.16 |   555.56 |  -11%˄ ||     1.60 |     1.80 |  +12%˄ | (run time too short) |
 | 42      ||    58.30 |    57.15 |   -2%˄ ||    17.13 |    17.48 |   +2%˄ | (run time too short) |
 | 43      ||   647.65 |   628.76 |   -3%˄ ||     1.54 |     1.59 |   +3%˄ | (run time too short) |
+| 45      ||    66.95 |    62.06 |   -7%˄ ||    14.92 |    16.10 |   +8%˄ | (run time too short) |
 | 48      ||   591.30 |   575.98 |   -3%˄ ||     1.69 |     1.74 |   +3%˄ | (run time too short) |
+| 50      ||   134.62 |   128.30 |   -5%˄ ||     7.42 |     7.79 |   +5%˄ | (run time too short) |
 | 52      ||    59.72 |    59.27 |   -1%˄ ||    16.73 |    16.85 |   +1%˄ | (run time too short) |
 | 55      ||    54.38 |    52.55 |   -3%˄ ||    18.37 |    19.01 |   +3%˄ | (run time too short) |
+| 62      ||   515.73 |   475.73 |   -8%˄ ||     1.94 |     2.10 |   +8%˄ | (run time too short) |
 | 65      ||  2320.09 |  2301.20 |   -1%  ||     0.43 |     0.43 |   +1%  |               0.2169 |
 | 69      ||    84.06 |    82.01 |   -2%˄ ||    11.88 |    12.18 |   +3%˄ | (run time too short) |
 | 73      ||    64.16 |    63.17 |   -2%˄ ||    15.57 |    15.81 |   +2%˄ | (run time too short) |
+| 79      ||   769.18 |   696.56 |   -9%˄ ||     1.30 |     1.44 |  +10%˄ | (run time too short) |
+| 81      ||   235.62 |   216.48 |   -8%˄ ||     4.24 |     4.62 |   +9%˄ | (run time too short) |
+| 82      ||   281.60 |   258.37 |   -8%˄ ||     3.55 |     3.87 |   +9%˄ | (run time too short) |
+| 83      ||    50.07 |    46.50 |   -7%˄ ||    19.94 |    21.47 |   +8%˄ | (run time too short) |
 | 84      ||    11.79 |    12.02 |   +2%˄ ||    84.49 |    82.60 |   -2%˄ | (run time too short) |
 | 85      ||    78.07 |    75.00 |   -4%˄ ||    12.79 |    13.32 |   +4%˄ | (run time too short) |
 | 88      ||    84.55 |    82.81 |   -2%˄ ||    11.82 |    12.07 |   +2%˄ | (run time too short) |
+| 91      ||    17.78 |    16.90 |   -5%˄ ||    56.04 |    58.91 |   +5%˄ | (run time too short) |
 | 92      ||    50.72 |    50.74 |   +0%˄ ||    19.67 |    19.66 |   -0%˄ | (run time too short) |
 | 93      ||  1060.70 |  1018.87 |   -4%˄ ||     0.94 |     0.98 |   +4%˄ | (run time too short) |
+| 94      ||    40.18 |    35.84 |  -11%˄ ||    24.84 |    27.86 |  +12%˄ | (run time too short) |
 | 95      ||  1016.34 |   991.05 |   -2%˄ ||     0.98 |     1.01 |   +3%˄ | (run time too short) |
 | 96      ||    56.05 |    55.91 |   -0%˄ ||    17.82 |    17.86 |   +0%˄ | (run time too short) |
 | 97      ||  2104.53 |  2048.53 |   -3%  ||     0.48 |     0.49 |   +3%  |               0.0015 |
+| 99      ||   990.63 |   932.40 |   -6%˄ ||     1.01 |     1.07 |   +6%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum     || 18542.87 | 17797.47 |   -4%  ||          |          |        |                      |
 | Geomean ||          |          |        ||          |          |   +4%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCDS - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---------+-------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCDS_84d3b1e17651f113943003fabf6735b7dac79baa_mt.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCDS_da72f86758477648ff8cee02d6098f96f66155c6_mt.json |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 84d3b1e17651f113943003fabf6735b7dac79baa-dirty                                                              | da72f86758477648ff8cee02d6098f96f66155c6-dirty                                                              |
 |  benchmark_mode               | Shuffled                                                                                                    | Shuffled                                                                                                    |
 |  build_type                   | release                                                                                                     | release                                                                                                     |
 |  chunk_indexes                | False                                                                                                       | False                                                                                                       |
 |  chunk_size                   | 65535                                                                                                       | 65535                                                                                                       |
 |  clients                      | 64                                                                                                          | 64                                                                                                          |
 |  compiler                     | clang 17.0.2                                                                                                | clang 17.0.2                                                                                                |
 |  cores                        | 64                                                                                                          | 64                                                                                                          |
 |  data_preparation_cores       | 0                                                                                                           | 0                                                                                                           |
 |  date                         | 2024-05-15 17:15:54                                                                                         | 2024-05-15 23:23:25                                                                                         |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                     | {'default': {'encoding': 'Dictionary'}}                                                                     |
 |  max_duration                 | 1200000000000                                                                                               | 1200000000000                                                                                               |
 |  max_runs                     | -1                                                                                                          | -1                                                                                                          |
 |  time_unit                    | ns                                                                                                          | ns                                                                                                          |
 |  using_scheduler              | True                                                                                                        | True                                                                                                        |
 |  utilized_cores_per_numa_node | [64]                                                                                                        | [64]                                                                                                        |
 |  verify                       | False                                                                                                       | False                                                                                                       |
 |  warmup_duration              | 0                                                                                                           | 0                                                                                                           |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
+| 01      ||   878.37 |   789.89 |  -10%  ||     0.98 |     0.99 |   +1%  |  0.1076 |
-| 03      ||   277.60 |   326.60 |  +18%  ||     0.98 |     0.99 |   +1%  |  0.1661 |
 | 06      ||   951.69 |   915.58 |   -4%  ||     0.98 |     0.99 |   +1%  |  0.5692 |
 | 07      ||  1040.51 |  1074.57 |   +3%  ||     0.98 |     0.99 |   +1%  |  0.6365 |
 | 09      ||   874.50 |   885.39 |   +1%  ||     0.98 |     0.99 |   +1%  |  0.8703 |
+| 10      ||   942.71 |   827.90 |  -12%  ||     0.98 |     0.99 |   +1%  |  0.1463 |
 | 13      ||  1883.83 |  1893.15 |   +0%  ||     0.98 |     0.99 |   +1%  |  0.9229 |
+| 15      ||   569.30 |   507.75 |  -11%  ||     0.98 |     1.00 |   +1%  |  0.2070 |
+| 16      ||   529.82 |   438.38 |  -17%  ||     0.98 |     1.00 |   +1%  |  0.0586 |
+| 17      ||  1508.07 |  1412.80 |   -6%  ||     0.98 |     0.99 |   +1%  |  0.2534 |
+| 19      ||   707.38 |   672.75 |   -5%  ||     0.98 |     0.99 |   +1%  |  0.5446 |
-| 25      ||   986.54 |  1209.17 |  +23%  ||     0.98 |     0.99 |   +1%  |  0.0025 |
 | 26      ||   544.09 |   567.70 |   +4%  ||     0.98 |     1.00 |   +1%  |  0.6246 |
 | 28      ||  1672.54 |  1699.62 |   +2%  ||     0.98 |     0.99 |   +1%  |  0.7986 |
 | 29      ||  1934.54 |  1857.22 |   -4%  ||     0.98 |     0.99 |   +1%  |  0.4111 |
 | 31      ||  2813.93 |  2695.24 |   -4%  ||     0.98 |     0.99 |   +1%  |  0.3204 |
 | 32      ||   212.46 |   207.21 |   -2%  ||     0.98 |     1.00 |   +1%  |  0.8745 |
+| 34      ||   756.78 |   718.57 |   -5%  ||     0.98 |     1.00 |   +1%  |  0.4909 |
 | 35      ||  2144.10 |  2218.00 |   +3%  ||     0.98 |     0.99 |   +1%  |  0.4408 |
+| 37      ||   966.92 |   912.62 |   -6%  ||     0.98 |     0.99 |   +1%  |  0.4201 |
 | 39a     ||  2959.74 |  2971.97 |   +0%  ||     0.98 |     0.99 |   +1%  |  0.8961 |
 | 39b     ||  2957.04 |  2827.99 |   -4%  ||     0.98 |     0.99 |   +1%  |  0.1627 |
 | 41      ||  2216.03 |  2142.28 |   -3%  ||     0.98 |     0.99 |   +1%  |  0.4678 |
 | 42      ||   509.38 |   505.82 |   -1%  ||     0.98 |     1.00 |   +1%  |  0.9428 |
 | 43      ||  1596.09 |  1588.33 |   -0%  ||     0.98 |     0.99 |   +1%  |  0.9208 |
-| 45      ||   795.15 |   848.23 |   +7%  ||     0.98 |     0.99 |   +1%  |  0.4273 |
 | 48      ||  2709.91 |  2588.57 |   -4%  ||     0.98 |     0.99 |   +1%  |  0.2597 |
 | 50      ||  1118.47 |  1131.95 |   +1%  ||     0.98 |     0.99 |   +1%  |  0.8588 |
+| 52      ||   535.47 |   488.96 |   -9%  ||     0.98 |     0.99 |   +1%  |  0.3055 |
+| 55      ||   480.58 |   439.63 |   -9%  ||     0.98 |     1.00 |   +1%  |  0.3781 |
 | 62      ||  1103.73 |  1106.05 |   +0%  ||     0.98 |     0.99 |   +1%  |  0.9697 |
 | 65      ||  4364.70 |  4516.20 |   +3%  ||     0.98 |     0.99 |   +1%  |  0.0544 |
 | 69      ||  1129.50 |  1115.30 |   -1%  ||     0.98 |     0.99 |   +1%  |  0.8709 |
 | 73      ||   537.01 |   560.18 |   +4%  ||     0.98 |     0.99 |   +1%  |  0.6240 |
-| 79      ||  1537.16 |  1658.95 |   +8%  ||     0.98 |     0.99 |   +1%  |  0.0808 |
 | 81      ||   753.07 |   735.36 |   -2%  ||     0.98 |     1.00 |   +1%  |  0.7358 |
 | 82      ||  1099.19 |  1078.35 |   -2%  ||     0.98 |     0.99 |   +1%  |  0.7618 |
+| 83      ||   400.61 |   310.24 |  -23%  ||     0.98 |     1.00 |   +1%  |  0.0639 |
+| 84      ||   175.45 |   152.00 |  -13%  ||     0.98 |     1.00 |   +1%  |  0.5346 |
+| 85      ||  1017.15 |   904.50 |  -11%  ||     0.98 |     0.99 |   +1%  |  0.1708 |
 | 88      ||  2753.95 |  2817.60 |   +2%  ||     0.98 |     0.99 |   +1%  |  0.6308 |
-| 91      ||   174.80 |   194.40 |  +11%  ||     0.98 |     0.99 |   +1%  |  0.4475 |
+| 92      ||   340.93 |   316.80 |   -7%  ||     0.98 |     0.99 |   +1%  |  0.4910 |
+| 93      ||  2328.85 |  2211.06 |   -5%  ||     0.98 |     0.99 |   +1%  |  0.1371 |
-| 94      ||   474.04 |   505.97 |   +7%  ||     0.98 |     1.00 |   +1%  |  0.5400 |
-| 95      ||  2273.05 |  2437.36 |   +7%  ||     0.98 |     0.99 |   +1%  |  0.1002 |
+| 96      ||   447.38 |   417.37 |   -7%  ||     0.98 |     0.99 |   +1%  |  0.4838 |
 | 97      ||  4360.20 |  4401.57 |   +1%  ||     0.98 |     0.99 |   +1%  |  0.6973 |
 | 99      ||  1395.76 |  1357.15 |   -3%  ||     0.98 |     0.99 |   +1%  |  0.4865 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     || 64740.06 | 64160.29 |   -1%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   +1%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - single-threaded

Sum of avg. item runtimes: -11% || Geometric mean of throughput changes: +11%
Configuration Overview - click to expand
 +Configuration Overview---+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCC_84d3b1e17651f113943003fabf6735b7dac79baa_st.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCC_da72f86758477648ff8cee02d6098f96f66155c6_st.json |
 +-------------------------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 84d3b1e17651f113943003fabf6735b7dac79baa-dirty                                                             | da72f86758477648ff8cee02d6098f96f66155c6-dirty                                                             |
 |  benchmark_mode         | Shuffled                                                                                                   | Shuffled                                                                                                   |
 |  build_type             | release                                                                                                    | release                                                                                                    |
 |  chunk_indexes          | False                                                                                                      | False                                                                                                      |
 |  chunk_size             | 65535                                                                                                      | 65535                                                                                                      |
 |  clients                | 1                                                                                                          | 1                                                                                                          |
 |  compiler               | clang 17.0.2                                                                                               | clang 17.0.2                                                                                               |
 |  cores                  | 0                                                                                                          | 0                                                                                                          |
 |  data_preparation_cores | 0                                                                                                          | 0                                                                                                          |
 |  date                   | 2024-05-15 17:36:28                                                                                        | 2024-05-15 23:43:54                                                                                        |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                    | {'default': {'encoding': 'Dictionary'}}                                                                    |
 |  max_duration           | 60000000000                                                                                                | 60000000000                                                                                                |
 |  max_runs               | -1                                                                                                         | -1                                                                                                         |
 |  scale_factor           | 10                                                                                                         | 10                                                                                                         |
 |  time_unit              | ns                                                                                                         | ns                                                                                                         |
 |  using_scheduler        | False                                                                                                      | False                                                                                                      |
 |  verify                 | False                                                                                                      | False                                                                                                      |
 |  warmup_duration        | 0                                                                                                          | 0                                                                                                          |
 +-------------------------+------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |              ||      old |     new |        ||      old |      new |        |                      |
 +--------------++----------+---------+--------++----------+----------+--------+----------------------+
+| Delivery     ||    63.22 |   55.69 |  -12%  ||     1.55 |     1.55 |   -0%  | (run time too short) |
+| New-Order    ||    43.13 |   38.92 |  -10%  ||    17.61 |    19.93 |  +13%  |               0.0000 |
+| Order-Status ||     2.17 |    2.06 |   -5%  ||     1.52 |     1.90 |  +25%  | (run time too short) |
+| Payment      ||     8.09 |    6.72 |  -17%  ||    16.28 |    18.88 |  +16%  |               0.0000 |
+| Stock-Level  ||     3.62 |    3.41 |   -6%  ||     1.77 |     1.83 |   +4%  |               0.0069 |
 +--------------++----------+---------+--------++----------+----------+--------+----------------------+
+| Sum          ||   120.24 |  106.79 |  -11%  ||          |          |        |                      |
+| Geomean      ||          |         |        ||          |          |  +11%  |                      |
 +--------------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 64 clients, 10 warehouses, 64 cores (high contention)

Sum of avg. item runtimes: -3% || Geometric mean of throughput changes: +3%
Configuration Overview - click to expand
 +Configuration Overview---------+---------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCC_84d3b1e17651f113943003fabf6735b7dac79baa_mt_highcont.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCC_da72f86758477648ff8cee02d6098f96f66155c6_mt_highcont.json |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 84d3b1e17651f113943003fabf6735b7dac79baa-dirty                                                                      | da72f86758477648ff8cee02d6098f96f66155c6-dirty                                                                      |
 |  benchmark_mode               | Shuffled                                                                                                            | Shuffled                                                                                                            |
 |  build_type                   | release                                                                                                             | release                                                                                                             |
 |  chunk_indexes                | False                                                                                                               | False                                                                                                               |
 |  chunk_size                   | 65535                                                                                                               | 65535                                                                                                               |
 |  clients                      | 64                                                                                                                  | 64                                                                                                                  |
 |  compiler                     | clang 17.0.2                                                                                                        | clang 17.0.2                                                                                                        |
 |  cores                        | 64                                                                                                                  | 64                                                                                                                  |
 |  data_preparation_cores       | 0                                                                                                                   | 0                                                                                                                   |
 |  date                         | 2024-05-15 17:37:36                                                                                                 | 2024-05-15 23:45:02                                                                                                 |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                             | {'default': {'encoding': 'Dictionary'}}                                                                             |
 |  max_duration                 | 600000000000                                                                                                        | 600000000000                                                                                                        |
 |  max_runs                     | -1                                                                                                                  | -1                                                                                                                  |
 |  scale_factor                 | 10                                                                                                                  | 10                                                                                                                  |
 |  time_unit                    | ns                                                                                                                  | ns                                                                                                                  |
 |  using_scheduler              | True                                                                                                                | True                                                                                                                |
 |  utilized_cores_per_numa_node | [64]                                                                                                                | [64]                                                                                                                |
 |  verify                       | False                                                                                                               | False                                                                                                               |
 |  warmup_duration              | 0                                                                                                                   | 0                                                                                                                   |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Delivery     ||   378.04 |  364.39 |   -4%  ||    15.90 |    16.41 |   +3%  |  0.0000 |
 |    unsucc.:  ||     4.85 |    4.73 |   -2%  ||    23.15 |    23.49 |   +1%  |         |
 | New-Order    ||   230.18 |  224.51 |   -2%  ||   202.36 |   208.95 |   +3%  |  0.0000 |
 |    unsucc.:  ||    12.82 |   12.04 |   -6%  ||   236.12 |   239.64 |   +1%  |         |
+| Order-Status ||    17.02 |   16.05 |   -6%  ||    39.37 |    39.76 |   +1%  |  0.0003 |
+| Payment      ||    38.50 |   35.09 |   -9%  ||   105.21 |   111.02 |   +6%  |  0.0000 |
 |    unsucc.:  ||     8.18 |    8.18 |   +0%  ||   314.82 |   319.06 |   +1%  |         |
 | Stock-Level  ||    23.01 |   22.72 |   -1%  ||    39.15 |    39.82 |   +2%  |  0.5373 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Sum          ||   686.74 |  662.76 |   -3%  ||          |          |        |         |
 | Geomean      ||          |         |        ||          |          |   +3%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 10 clients, 10 warehouses, 64 cores (low contention)

Sum of avg. item runtimes: -11% || Geometric mean of throughput changes: +13%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCC_84d3b1e17651f113943003fabf6735b7dac79baa_mt_lowcont.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkTPCC_da72f86758477648ff8cee02d6098f96f66155c6_mt_lowcont.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 84d3b1e17651f113943003fabf6735b7dac79baa-dirty                                                                     | da72f86758477648ff8cee02d6098f96f66155c6-dirty                                                                     |
 |  benchmark_mode               | Shuffled                                                                                                           | Shuffled                                                                                                           |
 |  build_type                   | release                                                                                                            | release                                                                                                            |
 |  chunk_indexes                | False                                                                                                              | False                                                                                                              |
 |  chunk_size                   | 65535                                                                                                              | 65535                                                                                                              |
 |  clients                      | 10                                                                                                                 | 10                                                                                                                 |
 |  compiler                     | clang 17.0.2                                                                                                       | clang 17.0.2                                                                                                       |
 |  cores                        | 64                                                                                                                 | 64                                                                                                                 |
 |  data_preparation_cores       | 0                                                                                                                  | 0                                                                                                                  |
 |  date                         | 2024-05-15 17:47:48                                                                                                | 2024-05-15 23:55:13                                                                                                |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                            | {'default': {'encoding': 'Dictionary'}}                                                                            |
 |  max_duration                 | 600000000000                                                                                                       | 600000000000                                                                                                       |
 |  max_runs                     | -1                                                                                                                 | -1                                                                                                                 |
 |  scale_factor                 | 10                                                                                                                 | 10                                                                                                                 |
 |  time_unit                    | ns                                                                                                                 | ns                                                                                                                 |
 |  using_scheduler              | True                                                                                                               | True                                                                                                               |
 |  utilized_cores_per_numa_node | [64]                                                                                                               | [64]                                                                                                               |
 |  verify                       | False                                                                                                              | False                                                                                                              |
 |  warmup_duration              | 0                                                                                                                  | 0                                                                                                                  |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
+| Delivery     ||   144.44 |  128.16 |  -11%  ||     7.09 |     7.73 |   +9%  |  0.0000 |
 |    unsucc.:  ||     1.20 |    0.72 |  -40%  ||     0.69 |     0.80 |  +16%  |         |
+| New-Order    ||    97.20 |   87.29 |  -10%  ||    76.69 |    86.33 |  +13%  |  0.0000 |
 |    unsucc.:  ||     6.16 |    6.24 |   +1%  ||     7.89 |     8.88 |  +12%  |         |
+| Order-Status ||     5.87 |    5.43 |   -7%  ||     7.64 |     8.70 |  +14%  |  0.0000 |
+| Payment      ||    20.10 |   16.67 |  -17%  ||    65.54 |    75.33 |  +15%  |  0.0000 |
 |    unsucc.:  ||     2.27 |    2.07 |   -9%  ||    15.31 |    16.59 |   +8%  |         |
+| Stock-Level  ||     8.44 |    7.94 |   -6%  ||     7.74 |     8.70 |  +12%  |  0.0000 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
+| Sum          ||   276.06 |  245.49 |  -11%  ||          |          |        |         |
+| Geomean      ||          |         |        ||          |          |  +13%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkJoinOrder - single-threaded

Sum of avg. item runtimes: -7% || Geometric mean of throughput changes: +10%
Configuration Overview - click to expand
 +Configuration Overview---+-----------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkJoinOrder_84d3b1e17651f113943003fabf6735b7dac79baa_st.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkJoinOrder_da72f86758477648ff8cee02d6098f96f66155c6_st.json |
 +-------------------------+-----------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 84d3b1e17651f113943003fabf6735b7dac79baa-dirty                                                                  | da72f86758477648ff8cee02d6098f96f66155c6-dirty                                                                  |
 |  benchmark_mode         | Ordered                                                                                                         | Ordered                                                                                                         |
 |  build_type             | release                                                                                                         | release                                                                                                         |
 |  chunk_indexes          | False                                                                                                           | False                                                                                                           |
 |  chunk_size             | 65535                                                                                                           | 65535                                                                                                           |
 |  clients                | 1                                                                                                               | 1                                                                                                               |
 |  compiler               | clang 17.0.2                                                                                                    | clang 17.0.2                                                                                                    |
 |  cores                  | 0                                                                                                               | 0                                                                                                               |
 |  data_preparation_cores | 0                                                                                                               | 0                                                                                                               |
 |  date                   | 2024-05-15 17:57:59                                                                                             | 2024-05-16 00:05:23                                                                                             |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                         | {'default': {'encoding': 'Dictionary'}}                                                                         |
 |  max_duration           | 60000000000                                                                                                     | 60000000000                                                                                                     |
 |  max_runs               | 50                                                                                                              | 50                                                                                                              |
 |  time_unit              | ns                                                                                                              | ns                                                                                                              |
 |  using_scheduler        | False                                                                                                           | False                                                                                                           |
 |  verify                 | False                                                                                                           | False                                                                                                           |
 |  warmup_duration        | 1000000000                                                                                                      | 1000000000                                                                                                      |
 +-------------------------+-----------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| 10a     ||   134.32 |   119.14 |  -11%˄ ||     7.44 |     8.39 |  +13%˄ | (run time too short) |
+| 10b     ||    87.84 |    71.71 |  -18%˄ ||    11.38 |    13.94 |  +22%˄ | (run time too short) |
+| 10c     ||   441.27 |   413.11 |   -6%˄ ||     2.27 |     2.42 |   +7%˄ | (run time too short) |
+| 11a     ||   129.27 |   119.05 |   -8%˄ ||     7.74 |     8.40 |   +9%˄ | (run time too short) |
+| 11b     ||   125.11 |   117.08 |   -6%˄ ||     7.99 |     8.54 |   +7%˄ | (run time too short) |
 | 11c     ||    28.70 |    27.72 |   -3%˄ ||    34.83 |    36.07 |   +4%˄ | (run time too short) |
+| 11d     ||    31.46 |    30.10 |   -4%˄ ||    31.78 |    33.22 |   +5%˄ | (run time too short) |
+| 12a     ||    40.74 |    36.64 |  -10%˄ ||    24.54 |    27.29 |  +11%˄ | (run time too short) |
 | 12b     ||    33.01 |    33.65 |   +2%˄ ||    30.29 |    29.72 |   -2%˄ | (run time too short) |
+| 12c     ||   106.32 |    96.84 |   -9%˄ ||     9.41 |    10.33 |  +10%˄ | (run time too short) |
+| 13a     ||   236.91 |   222.88 |   -6%˄ ||     4.22 |     4.49 |   +6%˄ | (run time too short) |
 | 13b     ||   284.16 |   275.28 |   -3%˄ ||     3.52 |     3.63 |   +3%˄ | (run time too short) |
+| 13c     ||   226.91 |   215.22 |   -5%˄ ||     4.41 |     4.65 |   +5%˄ | (run time too short) |
+| 13d     ||   613.27 |   561.13 |   -9%˄ ||     1.63 |     1.78 |   +9%˄ | (run time too short) |
+| 14a     ||   144.16 |   132.32 |   -8%˄ ||     6.94 |     7.56 |   +9%˄ | (run time too short) |
+| 14b     ||   143.06 |   128.25 |  -10%˄ ||     6.99 |     7.80 |  +12%˄ | (run time too short) |
+| 14c     ||   276.59 |   227.23 |  -18%˄ ||     3.62 |     4.40 |  +22%˄ | (run time too short) |
 | 15a     ||    63.68 |    61.43 |   -4%˄ ||    15.70 |    16.28 |   +4%˄ | (run time too short) |
+| 15b     ||    68.09 |    63.90 |   -6%˄ ||    14.69 |    15.65 |   +7%˄ | (run time too short) |
+| 15c     ||    57.86 |    50.26 |  -13%˄ ||    17.28 |    19.89 |  +15%˄ | (run time too short) |
+| 15d     ||    56.70 |    48.25 |  -15%˄ ||    17.64 |    20.72 |  +17%˄ | (run time too short) |
 | 16a     ||  1935.87 |  1864.22 |   -4%  ||     0.52 |     0.54 |   +4%  |               0.0000 |
+| 16b     ||  3240.07 |  3026.52 |   -7%  ||     0.31 |     0.33 |   +7%  |               0.0000 |
+| 16c     ||  2155.92 |  2047.32 |   -5%  ||     0.46 |     0.49 |   +5%  |               0.0000 |
 | 16d     ||  2103.23 |  2022.70 |   -4%  ||     0.48 |     0.49 |   +4%  |               0.0000 |
+| 17a     ||   761.69 |   684.38 |  -10%˄ ||     1.31 |     1.46 |  +11%˄ | (run time too short) |
+| 17b     ||   634.65 |   567.94 |  -11%˄ ||     1.58 |     1.76 |  +12%˄ | (run time too short) |
+| 17c     ||   608.89 |   545.60 |  -10%˄ ||     1.64 |     1.83 |  +12%˄ | (run time too short) |
+| 17d     ||   675.54 |   605.46 |  -10%˄ ||     1.48 |     1.65 |  +12%˄ | (run time too short) |
+| 17e     ||  2187.31 |  2042.73 |   -7%  ||     0.46 |     0.49 |   +7%  |               0.0000 |
+| 17f     ||  1260.86 |  1158.72 |   -8%˄ ||     0.79 |     0.86 |   +9%˄ | (run time too short) |
+| 18a     ||   155.18 |   141.10 |   -9%˄ ||     6.44 |     7.09 |  +10%˄ | (run time too short) |
+| 18b     ||   149.07 |   128.43 |  -14%˄ ||     6.71 |     7.79 |  +16%˄ | (run time too short) |
+| 18c     ||   301.03 |   266.51 |  -11%˄ ||     3.32 |     3.75 |  +13%˄ | (run time too short) |
+| 19a     ||   290.97 |   246.66 |  -15%˄ ||     3.44 |     4.05 |  +18%˄ | (run time too short) |
+| 19b     ||   240.46 |   215.04 |  -11%˄ ||     4.16 |     4.65 |  +12%˄ | (run time too short) |
+| 19c     ||   338.32 |   296.09 |  -12%˄ ||     2.96 |     3.38 |  +14%˄ | (run time too short) |
+| 19d     ||   845.32 |   734.57 |  -13%˄ ||     1.18 |     1.36 |  +15%˄ | (run time too short) |
 | 1a      ||    13.90 |    13.60 |   -2%˄ ||    71.90 |    73.50 |   +2%˄ | (run time too short) |
+| 1b      ||    22.20 |    18.95 |  -15%˄ ||    45.04 |    52.76 |  +17%˄ | (run time too short) |
+| 1c      ||    21.43 |    18.28 |  -15%˄ ||    46.66 |    54.70 |  +17%˄ | (run time too short) |
 | 1d      ||    13.27 |    12.86 |   -3%˄ ||    75.32 |    77.70 |   +3%˄ | (run time too short) |
 | 20a     ||   767.54 |   742.82 |   -3%˄ ||     1.30 |     1.35 |   +3%˄ | (run time too short) |
+| 20b     ||   808.35 |   770.14 |   -5%˄ ||     1.24 |     1.30 |   +5%˄ | (run time too short) |
 | 20c     ||   470.98 |   458.40 |   -3%˄ ||     2.12 |     2.18 |   +3%˄ | (run time too short) |
+| 21a     ||   149.00 |   132.46 |  -11%˄ ||     6.71 |     7.55 |  +12%˄ | (run time too short) |
+| 21b     ||   134.70 |   122.29 |   -9%˄ ||     7.42 |     8.18 |  +10%˄ | (run time too short) |
+| 21c     ||   143.61 |   130.14 |   -9%˄ ||     6.96 |     7.68 |  +10%˄ | (run time too short) |
+| 22a     ||   236.76 |   215.29 |   -9%˄ ||     4.22 |     4.64 |  +10%˄ | (run time too short) |
+| 22b     ||   215.89 |   195.71 |   -9%˄ ||     4.63 |     5.11 |  +10%˄ | (run time too short) |
+| 22c     ||   322.17 |   291.39 |  -10%˄ ||     3.10 |     3.43 |  +11%˄ | (run time too short) |
+| 22d     ||   496.23 |   457.24 |   -8%˄ ||     2.02 |     2.19 |   +9%˄ | (run time too short) |
+| 23a     ||    58.48 |    54.29 |   -7%˄ ||    17.10 |    18.42 |   +8%˄ | (run time too short) |
+| 23b     ||    74.01 |    70.47 |   -5%˄ ||    13.51 |    14.19 |   +5%˄ | (run time too short) |
+| 23c     ||    63.32 |    59.03 |   -7%˄ ||    15.79 |    16.94 |   +7%˄ | (run time too short) |
+| 24a     ||   256.28 |   223.87 |  -13%˄ ||     3.90 |     4.47 |  +14%˄ | (run time too short) |
+| 24b     ||   247.61 |   215.92 |  -13%˄ ||     4.04 |     4.63 |  +15%˄ | (run time too short) |
+| 25a     ||   160.70 |   141.39 |  -12%˄ ||     6.22 |     7.07 |  +14%˄ | (run time too short) |
+| 25b     ||    95.24 |    81.91 |  -14%˄ ||    10.50 |    12.21 |  +16%˄ | (run time too short) |
+| 25c     ||   367.40 |   328.93 |  -10%˄ ||     2.72 |     3.04 |  +12%˄ | (run time too short) |
 | 26a     ||   265.84 |   262.28 |   -1%˄ ||     3.76 |     3.81 |   +1%˄ | (run time too short) |
 | 26b     ||   230.27 |   223.56 |   -3%˄ ||     4.34 |     4.47 |   +3%˄ | (run time too short) |
 | 26c     ||   445.71 |   433.64 |   -3%˄ ||     2.24 |     2.31 |   +3%˄ | (run time too short) |
+| 27a     ||   138.32 |   124.11 |  -10%˄ ||     7.23 |     8.06 |  +11%˄ | (run time too short) |
+| 27b     ||   122.58 |   109.36 |  -11%˄ ||     8.16 |     9.14 |  +12%˄ | (run time too short) |
+| 27c     ||   143.69 |   129.68 |  -10%˄ ||     6.96 |     7.71 |  +11%˄ | (run time too short) |
+| 28a     ||   264.31 |   245.97 |   -7%˄ ||     3.78 |     4.07 |   +7%˄ | (run time too short) |
+| 28b     ||    99.63 |    88.83 |  -11%˄ ||    10.04 |    11.26 |  +12%˄ | (run time too short) |
+| 28c     ||   242.22 |   220.47 |   -9%˄ ||     4.13 |     4.54 |  +10%˄ | (run time too short) |
+| 29a     ||   204.90 |   177.48 |  -13%˄ ||     4.88 |     5.63 |  +15%˄ | (run time too short) |
 | 29b     ||   895.38 |   864.74 |   -3%˄ ||     1.12 |     1.16 |   +4%˄ | (run time too short) |
+| 29c     ||   262.19 |   228.72 |  -13%˄ ||     3.81 |     4.37 |  +15%˄ | (run time too short) |
+| 2a      ||    44.95 |    41.50 |   -8%˄ ||    22.24 |    24.09 |   +8%˄ | (run time too short) |
+| 2b      ||    41.42 |    38.18 |   -8%˄ ||    24.14 |    26.19 |   +9%˄ | (run time too short) |
+| 2c      ||    35.23 |    32.70 |   -7%˄ ||    28.38 |    30.57 |   +8%˄ | (run time too short) |
+| 2d      ||    87.32 |    80.37 |   -8%˄ ||    11.45 |    12.44 |   +9%˄ | (run time too short) |
+| 30a     ||   137.67 |   120.17 |  -13%˄ ||     7.26 |     8.32 |  +15%˄ | (run time too short) |
+| 30b     ||   136.28 |   123.77 |   -9%˄ ||     7.34 |     8.08 |  +10%˄ | (run time too short) |
+| 30c     ||   241.41 |   212.23 |  -12%˄ ||     4.14 |     4.71 |  +14%˄ | (run time too short) |
+| 31a     ||   116.87 |   102.30 |  -12%˄ ||     8.56 |     9.77 |  +14%˄ | (run time too short) |
+| 31b     ||   113.30 |    99.10 |  -13%˄ ||     8.83 |    10.09 |  +14%˄ | (run time too short) |
+| 31c     ||   131.37 |   113.76 |  -13%˄ ||     7.61 |     8.79 |  +15%˄ | (run time too short) |
 | 32a     ||    23.40 |    22.63 |   -3%˄ ||    42.72 |    44.18 |   +3%˄ | (run time too short) |
+| 32b     ||    54.51 |    50.28 |   -8%˄ ||    18.34 |    19.89 |   +8%˄ | (run time too short) |
+| 33a     ||    47.23 |    40.82 |  -14%˄ ||    21.17 |    24.50 |  +16%˄ | (run time too short) |
+| 33b     ||    29.43 |    26.45 |  -10%˄ ||    33.98 |    37.81 |  +11%˄ | (run time too short) |
+| 33c     ||    60.62 |    53.46 |  -12%˄ ||    16.50 |    18.71 |  +13%˄ | (run time too short) |
+| 3a      ||   107.24 |    89.75 |  -16%˄ ||     9.32 |    11.14 |  +19%˄ | (run time too short) |
+| 3b      ||    24.44 |    21.01 |  -14%˄ ||    40.90 |    47.59 |  +16%˄ | (run time too short) |
+| 3c      ||   301.17 |   276.14 |   -8%˄ ||     3.32 |     3.62 |   +9%˄ | (run time too short) |
+| 4a      ||   198.36 |   184.70 |   -7%˄ ||     5.04 |     5.41 |   +7%˄ | (run time too short) |
+| 4b      ||    22.27 |    19.69 |  -12%˄ ||    44.88 |    50.77 |  +13%˄ | (run time too short) |
 | 4c      ||   252.09 |   241.42 |   -4%˄ ||     3.97 |     4.14 |   +4%˄ | (run time too short) |
+| 5a      ||    70.45 |    58.06 |  -18%˄ ||    14.19 |    17.22 |  +21%˄ | (run time too short) |
+| 5b      ||    62.76 |    55.19 |  -12%˄ ||    15.93 |    18.12 |  +14%˄ | (run time too short) |
+| 5c      ||   117.37 |   100.84 |  -14%˄ ||     8.52 |     9.92 |  +16%˄ | (run time too short) |
 | 6a      ||   223.88 |   214.36 |   -4%˄ ||     4.47 |     4.66 |   +4%˄ | (run time too short) |
 | 6b      ||   241.57 |   233.26 |   -3%˄ ||     4.14 |     4.29 |   +4%˄ | (run time too short) |
 | 6c      ||   209.82 |   202.91 |   -3%˄ ||     4.77 |     4.93 |   +3%˄ | (run time too short) |
+| 6d      ||   564.22 |   527.66 |   -6%˄ ||     1.77 |     1.90 |   +7%˄ | (run time too short) |
 | 6e      ||   220.51 |   212.31 |   -4%˄ ||     4.53 |     4.71 |   +4%˄ | (run time too short) |
+| 6f      ||  1046.72 |   974.69 |   -7%˄ ||     0.96 |     1.03 |   +7%˄ | (run time too short) |
+| 7a      ||    98.52 |    91.68 |   -7%˄ ||    10.15 |    10.91 |   +7%˄ | (run time too short) |
+| 7b      ||    89.59 |    84.40 |   -6%˄ ||    11.16 |    11.85 |   +6%˄ | (run time too short) |
+| 7c      ||   728.40 |   665.21 |   -9%˄ ||     1.37 |     1.50 |   +9%˄ | (run time too short) |
 | 8a      ||   197.21 |   196.05 |   -1%˄ ||     5.07 |     5.10 |   +1%˄ | (run time too short) |
 | 8b      ||   190.43 |   183.64 |   -4%˄ ||     5.25 |     5.45 |   +4%˄ | (run time too short) |
+| 8c      ||  2228.20 |  2080.32 |   -7%  ||     0.45 |     0.48 |   +7%  |               0.0000 |
+| 8d      ||   367.39 |   345.99 |   -6%˄ ||     2.72 |     2.89 |   +6%˄ | (run time too short) |
+| 9a      ||   347.26 |   319.76 |   -8%˄ ||     2.88 |     3.13 |   +9%˄ | (run time too short) |
+| 9b      ||   222.84 |   211.16 |   -5%˄ ||     4.49 |     4.74 |   +6%˄ | (run time too short) |
+| 9c      ||   372.08 |   327.91 |  -12%˄ ||     2.69 |     3.05 |  +13%˄ | (run time too short) |
+| 9d      ||   586.02 |   506.81 |  -14%˄ ||     1.71 |     1.97 |  +16%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum     || 40059.74 | 37092.04 |   -7%  ||          |          |        |                      |
+| Geomean ||          |          |        ||          |          |  +10%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkJoinOrder - multi-threaded, ordered, 1 client, 64 cores

Sum of avg. item runtimes: -7% || Geometric mean of throughput changes: +6%
Configuration Overview - click to expand
 +Configuration Overview---------+-------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkJoinOrder_84d3b1e17651f113943003fabf6735b7dac79baa_mt_ordered.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkJoinOrder_da72f86758477648ff8cee02d6098f96f66155c6_mt_ordered.json |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 84d3b1e17651f113943003fabf6735b7dac79baa-dirty                                                                          | da72f86758477648ff8cee02d6098f96f66155c6-dirty                                                                          |
 |  benchmark_mode               | Ordered                                                                                                                 | Ordered                                                                                                                 |
 |  build_type                   | release                                                                                                                 | release                                                                                                                 |
 |  chunk_indexes                | False                                                                                                                   | False                                                                                                                   |
 |  chunk_size                   | 65535                                                                                                                   | 65535                                                                                                                   |
 |  clients                      | 1                                                                                                                       | 1                                                                                                                       |
 |  compiler                     | clang 17.0.2                                                                                                            | clang 17.0.2                                                                                                            |
 |  cores                        | 64                                                                                                                      | 64                                                                                                                      |
 |  data_preparation_cores       | 0                                                                                                                       | 0                                                                                                                       |
 |  date                         | 2024-05-15 18:28:37                                                                                                     | 2024-05-16 00:34:12                                                                                                     |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                 | {'default': {'encoding': 'Dictionary'}}                                                                                 |
 |  max_duration                 | 60000000000                                                                                                             | 60000000000                                                                                                             |
 |  max_runs                     | 50                                                                                                                      | 50                                                                                                                      |
 |  time_unit                    | ns                                                                                                                      | ns                                                                                                                      |
 |  using_scheduler              | True                                                                                                                    | True                                                                                                                    |
 |  utilized_cores_per_numa_node | [64]                                                                                                                    | [64]                                                                                                                    |
 |  verify                       | False                                                                                                                   | False                                                                                                                   |
 |  warmup_duration              | 1000000000                                                                                                              | 1000000000                                                                                                              |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| 10a     ||    42.63 |    39.93 |   -6%˄ ||    23.42 |    25.00 |   +7%˄ | (run time too short) |
+| 10b     ||    19.49 |    18.65 |   -4%˄ ||    51.18 |    53.50 |   +5%˄ | (run time too short) |
+| 10c     ||   143.95 |   128.14 |  -11%˄ ||     6.94 |     7.80 |  +12%˄ | (run time too short) |
 | 11a     ||    25.59 |    24.82 |   -3%˄ ||    39.00 |    40.20 |   +3%˄ | (run time too short) |
+| 11b     ||    23.06 |    21.23 |   -8%˄ ||    43.25 |    46.99 |   +9%˄ | (run time too short) |
+| 11c     ||    25.40 |    23.42 |   -8%˄ ||    39.24 |    42.56 |   +8%˄ | (run time too short) |
+| 11d     ||    31.40 |    29.53 |   -6%˄ ||    31.70 |    33.64 |   +6%˄ | (run time too short) |
+| 12a     ||    26.96 |    25.65 |   -5%˄ ||    36.99 |    38.88 |   +5%˄ | (run time too short) |
+| 12b     ||    15.03 |    14.29 |   -5%˄ ||    66.25 |    69.73 |   +5%˄ | (run time too short) |
+| 12c     ||    62.76 |    58.64 |   -7%˄ ||    15.91 |    17.03 |   +7%˄ | (run time too short) |
+| 13a     ||   187.68 |   173.19 |   -8%˄ ||     5.32 |     5.77 |   +8%˄ | (run time too short) |
 | 13b     ||   112.78 |   116.34 |   +3%˄ ||     8.86 |     8.59 |   -3%˄ | (run time too short) |
 | 13c     ||    91.18 |    90.96 |   -0%˄ ||    10.96 |    10.98 |   +0%˄ | (run time too short) |
+| 13d     ||   583.11 |   506.61 |  -13%˄ ||     1.71 |     1.97 |  +15%˄ | (run time too short) |
+| 14a     ||    74.00 |    67.97 |   -8%˄ ||    13.50 |    14.70 |   +9%˄ | (run time too short) |
+| 14b     ||    89.96 |    83.31 |   -7%˄ ||    11.10 |    11.99 |   +8%˄ | (run time too short) |
+| 14c     ||   185.61 |   173.63 |   -6%˄ ||     5.38 |     5.76 |   +7%˄ | (run time too short) |
 | 15a     ||    34.53 |    34.00 |   -2%˄ ||    28.90 |    29.35 |   +2%˄ | (run time too short) |
 | 15b     ||    27.69 |    26.61 |   -4%˄ ||    36.02 |    37.48 |   +4%˄ | (run time too short) |
+| 15c     ||    26.54 |    25.07 |   -6%˄ ||    37.57 |    39.78 |   +6%˄ | (run time too short) |
+| 15d     ||    33.41 |    31.36 |   -6%˄ ||    29.87 |    31.80 |   +6%˄ | (run time too short) |
 | 16a     ||   974.67 |   948.48 |   -3%˄ ||     1.03 |     1.05 |   +3%˄ | (run time too short) |
+| 16b     ||  2567.72 |  2413.94 |   -6%  ||     0.39 |     0.41 |   +6%  |               0.0000 |
+| 16c     ||  1223.10 |  1170.26 |   -4%˄ ||     0.82 |     0.85 |   +5%˄ | (run time too short) |
 | 16d     ||  1177.14 |  1131.72 |   -4%˄ ||     0.85 |     0.88 |   +4%˄ | (run time too short) |
+| 17a     ||   250.87 |   228.08 |   -9%˄ ||     3.98 |     4.38 |  +10%˄ | (run time too short) |
+| 17b     ||   198.83 |   190.24 |   -4%˄ ||     5.03 |     5.25 |   +5%˄ | (run time too short) |
 | 17c     ||   162.94 |   158.06 |   -3%˄ ||     6.13 |     6.32 |   +3%˄ | (run time too short) |
+| 17d     ||   147.95 |   135.40 |   -8%˄ ||     6.76 |     7.38 |   +9%˄ | (run time too short) |
+| 17e     ||  1178.96 |  1064.08 |  -10%˄ ||     0.85 |     0.94 |  +11%˄ | (run time too short) |
+| 17f     ||   481.34 |   434.14 |  -10%˄ ||     2.08 |     2.30 |  +11%˄ | (run time too short) |
+| 18a     ||    62.50 |    59.73 |   -4%˄ ||    15.98 |    16.72 |   +5%˄ | (run time too short) |
+| 18b     ||    63.67 |    59.97 |   -6%˄ ||    15.69 |    16.66 |   +6%˄ | (run time too short) |
+| 18c     ||   113.29 |   106.37 |   -6%˄ ||     8.82 |     9.40 |   +7%˄ | (run time too short) |
+| 19a     ||   117.62 |   108.78 |   -8%˄ ||     8.50 |     9.19 |   +8%˄ | (run time too short) |
+| 19b     ||    76.00 |    70.61 |   -7%˄ ||    13.14 |    14.15 |   +8%˄ | (run time too short) |
 | 19c     ||   145.63 |   140.23 |   -4%˄ ||     6.86 |     7.13 |   +4%˄ | (run time too short) |
+| 19d     ||   856.39 |   757.18 |  -12%˄ ||     1.17 |     1.32 |  +13%˄ | (run time too short) |
 | 1a      ||     7.83 |     7.58 |   -3%˄ ||   127.02 |   131.20 |   +3%˄ | (run time too short) |
 | 1b      ||     4.99 |     4.91 |   -2%˄ ||   198.82 |   202.14 |   +2%˄ | (run time too short) |
 | 1c      ||     4.51 |     4.41 |   -2%˄ ||   219.69 |   224.76 |   +2%˄ | (run time too short) |
 | 1d      ||     6.23 |     6.08 |   -2%˄ ||   159.35 |   163.16 |   +2%˄ | (run time too short) |
 | 20a     ||    92.71 |    91.41 |   -1%˄ ||    10.78 |    10.93 |   +1%˄ | (run time too short) |
+| 20b     ||    79.96 |    76.35 |   -5%˄ ||    12.50 |    13.09 |   +5%˄ | (run time too short) |
 | 20c     ||    96.12 |    93.17 |   -3%˄ ||    10.40 |    10.73 |   +3%˄ | (run time too short) |
+| 21a     ||    33.16 |    30.88 |   -7%˄ ||    30.10 |    32.32 |   +7%˄ | (run time too short) |
+| 21b     ||    27.72 |    26.23 |   -5%˄ ||    36.01 |    38.04 |   +6%˄ | (run time too short) |
+| 21c     ||    34.97 |    32.29 |   -8%˄ ||    28.54 |    30.91 |   +8%˄ | (run time too short) |
+| 22a     ||    92.37 |    85.64 |   -7%˄ ||    10.82 |    11.67 |   +8%˄ | (run time too short) |
+| 22b     ||    72.28 |    65.67 |   -9%˄ ||    13.82 |    15.21 |  +10%˄ | (run time too short) |
+| 22c     ||   157.08 |   142.20 |   -9%˄ ||     6.36 |     7.03 |  +10%˄ | (run time too short) |
+| 22d     ||   261.72 |   239.97 |   -8%˄ ||     3.82 |     4.17 |   +9%˄ | (run time too short) |
+| 23a     ||    19.65 |    18.61 |   -5%˄ ||    50.76 |    53.59 |   +6%˄ | (run time too short) |
 | 23b     ||    31.21 |    30.42 |   -3%˄ ||    31.96 |    32.80 |   +3%˄ | (run time too short) |
+| 23c     ||    22.40 |    21.15 |   -6%˄ ||    44.54 |    47.14 |   +6%˄ | (run time too short) |
+| 24a     ||    67.17 |    63.96 |   -5%˄ ||    14.87 |    15.62 |   +5%˄ | (run time too short) |
+| 24b     ||    73.81 |    68.35 |   -7%˄ ||    13.53 |    14.61 |   +8%˄ | (run time too short) |
+| 25a     ||    72.07 |    68.43 |   -5%˄ ||    13.86 |    14.60 |   +5%˄ | (run time too short) |
+| 25b     ||    41.16 |    39.33 |   -4%˄ ||    24.26 |    25.38 |   +5%˄ | (run time too short) |
+| 25c     ||   220.58 |   207.73 |   -6%˄ ||     4.53 |     4.81 |   +6%˄ | (run time too short) |
 | 26a     ||    97.96 |    96.21 |   -2%˄ ||    10.20 |    10.39 |   +2%˄ | (run time too short) |
 | 26b     ||    70.60 |    70.23 |   -1%˄ ||    14.15 |    14.22 |   +1%˄ | (run time too short) |
 | 26c     ||   158.55 |   155.14 |   -2%˄ ||     6.30 |     6.44 |   +2%˄ | (run time too short) |
+| 27a     ||    29.02 |    27.46 |   -5%˄ ||    34.39 |    36.35 |   +6%˄ | (run time too short) |
+| 27b     ||    27.77 |    26.24 |   -5%˄ ||    35.94 |    38.02 |   +6%˄ | (run time too short) |
+| 27c     ||    34.08 |    31.97 |   -6%˄ ||    29.29 |    31.22 |   +7%˄ | (run time too short) |
+| 28a     ||   156.92 |   147.01 |   -6%˄ ||     6.37 |     6.80 |   +7%˄ | (run time too short) |
+| 28b     ||    35.75 |    32.93 |   -8%˄ ||    27.93 |    30.31 |   +9%˄ | (run time too short) |
+| 28c     ||   135.74 |   126.74 |   -7%˄ ||     7.36 |     7.88 |   +7%˄ | (run time too short) |
-| 29a     ||    58.66 |    62.27 |   +6%˄ ||    17.02 |    16.04 |   -6%˄ | (run time too short) |
+| 29b     ||   191.27 |   174.76 |   -9%˄ ||     5.23 |     5.72 |   +9%˄ | (run time too short) |
+| 29c     ||    76.61 |    71.38 |   -7%˄ ||    13.04 |    14.00 |   +7%˄ | (run time too short) |
+| 2a      ||    29.65 |    27.72 |   -7%˄ ||    33.63 |    36.01 |   +7%˄ | (run time too short) |
+| 2b      ||    26.07 |    24.34 |   -7%˄ ||    38.30 |    40.98 |   +7%˄ | (run time too short) |
 | 2c      ||    17.32 |    16.69 |   -4%˄ ||    57.49 |    59.74 |   +4%˄ | (run time too short) |
+| 2d      ||    69.89 |    64.81 |   -7%˄ ||    14.29 |    15.40 |   +8%˄ | (run time too short) |
+| 30a     ||    62.13 |    58.65 |   -6%˄ ||    16.07 |    17.03 |   +6%˄ | (run time too short) |
 | 30b     ||    45.80 |    44.66 |   -2%˄ ||    21.80 |    22.36 |   +3%˄ | (run time too short) |
 | 30c     ||   144.33 |   138.63 |   -4%˄ ||     6.92 |     7.21 |   +4%˄ | (run time too short) |
+| 31a     ||    48.36 |    46.05 |   -5%˄ ||    20.64 |    21.68 |   +5%˄ | (run time too short) |
+| 31b     ||    42.41 |    37.07 |  -13%˄ ||    23.54 |    26.93 |  +14%˄ | (run time too short) |
+| 31c     ||    53.12 |    49.78 |   -6%˄ ||    18.80 |    20.06 |   +7%˄ | (run time too short) |
+| 32a     ||     8.22 |     7.78 |   -5%˄ ||   120.47 |   127.84 |   +6%˄ | (run time too short) |
+| 32b     ||    39.84 |    37.86 |   -5%˄ ||    25.03 |    26.36 |   +5%˄ | (run time too short) |
+| 33a     ||    12.97 |    12.32 |   -5%˄ ||    76.82 |    80.82 |   +5%˄ | (run time too short) |
+| 33b     ||    10.30 |     9.67 |   -6%˄ ||    96.63 |   102.94 |   +7%˄ | (run time too short) |
+| 33c     ||    22.09 |    20.38 |   -8%˄ ||    45.17 |    48.95 |   +8%˄ | (run time too short) |
 | 3a      ||    46.28 |    44.43 |   -4%˄ ||    21.58 |    22.47 |   +4%˄ | (run time too short) |
 | 3b      ||     7.91 |     7.61 |   -4%˄ ||   125.90 |   130.70 |   +4%˄ | (run time too short) |
+| 3c      ||    91.67 |    87.27 |   -5%˄ ||    10.90 |    11.45 |   +5%˄ | (run time too short) |
+| 4a      ||    83.69 |    78.06 |   -7%˄ ||    11.93 |    12.79 |   +7%˄ | (run time too short) |
 | 4b      ||     6.15 |     6.17 |   +0%˄ ||   161.62 |   161.09 |   -0%˄ | (run time too short) |
+| 4c      ||   105.45 |    98.02 |   -7%˄ ||     9.47 |    10.19 |   +8%˄ | (run time too short) |
+| 5a      ||    33.86 |    28.68 |  -15%˄ ||    29.48 |    34.80 |  +18%˄ | (run time too short) |
+| 5b      ||    26.03 |    22.90 |  -12%˄ ||    38.35 |    43.58 |  +14%˄ | (run time too short) |
+| 5c      ||    62.79 |    55.46 |  -12%˄ ||    15.91 |    18.01 |  +13%˄ | (run time too short) |
 | 6a      ||    30.17 |    29.98 |   -1%˄ ||    33.08 |    33.30 |   +1%˄ | (run time too short) |
 | 6b      ||    59.00 |    57.86 |   -2%˄ ||    16.93 |    17.26 |   +2%˄ | (run time too short) |
 | 6c      ||    29.12 |    27.89 |   -4%˄ ||    34.27 |    35.79 |   +4%˄ | (run time too short) |
 | 6d      ||   161.45 |   159.31 |   -1%˄ ||     6.19 |     6.27 |   +1%˄ | (run time too short) |
 | 6e      ||    30.52 |    30.86 |   +1%˄ ||    32.70 |    32.34 |   -1%˄ | (run time too short) |
+| 6f      ||   751.19 |   679.46 |  -10%˄ ||     1.33 |     1.47 |  +11%˄ | (run time too short) |
+| 7a      ||    31.17 |    28.28 |   -9%˄ ||    32.02 |    35.28 |  +10%˄ | (run time too short) |
 | 7b      ||    29.80 |    29.18 |   -2%˄ ||    33.49 |    34.19 |   +2%˄ | (run time too short) |
 | 7c      ||   361.30 |   348.87 |   -3%˄ ||     2.77 |     2.87 |   +4%˄ | (run time too short) |
 | 8a      ||    44.23 |    42.63 |   -4%˄ ||    22.58 |    23.42 |   +4%˄ | (run time too short) |
 | 8b      ||    39.99 |    39.11 |   -2%˄ ||    24.96 |    25.52 |   +2%˄ | (run time too short) |
+| 8c      ||  1815.39 |  1690.47 |   -7%  ||     0.55 |     0.59 |   +7%  |               0.0000 |
+| 8d      ||   321.69 |   287.22 |  -11%˄ ||     3.11 |     3.48 |  +12%˄ | (run time too short) |
 | 9a      ||   171.58 |   165.65 |   -3%˄ ||     5.82 |     6.03 |   +4%˄ | (run time too short) |
 | 9b      ||    94.93 |    93.50 |   -2%˄ ||    10.53 |    10.69 |   +2%˄ | (run time too short) |
 | 9c      ||   181.78 |   174.16 |   -4%˄ ||     5.50 |     5.74 |   +4%˄ | (run time too short) |
+| 9d      ||   586.19 |   515.13 |  -12%˄ ||     1.71 |     1.94 |  +14%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum     || 20089.86 | 18762.30 |   -7%  ||          |          |        |                      |
+| Geomean ||          |          |        ||          |          |   +6%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkJoinOrder - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: -3% || Geometric mean of throughput changes: +3%
Configuration Overview - click to expand
 +Configuration Overview---------+-----------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkJoinOrder_84d3b1e17651f113943003fabf6735b7dac79baa_mt.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkJoinOrder_da72f86758477648ff8cee02d6098f96f66155c6_mt.json |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 84d3b1e17651f113943003fabf6735b7dac79baa-dirty                                                                  | da72f86758477648ff8cee02d6098f96f66155c6-dirty                                                                  |
 |  benchmark_mode               | Shuffled                                                                                                        | Shuffled                                                                                                        |
 |  build_type                   | release                                                                                                         | release                                                                                                         |
 |  chunk_indexes                | False                                                                                                           | False                                                                                                           |
 |  chunk_size                   | 65535                                                                                                           | 65535                                                                                                           |
 |  clients                      | 64                                                                                                              | 64                                                                                                              |
 |  compiler                     | clang 17.0.2                                                                                                    | clang 17.0.2                                                                                                    |
 |  cores                        | 64                                                                                                              | 64                                                                                                              |
 |  data_preparation_cores       | 0                                                                                                               | 0                                                                                                               |
 |  date                         | 2024-05-15 18:47:03                                                                                             | 2024-05-16 00:51:36                                                                                             |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                         | {'default': {'encoding': 'Dictionary'}}                                                                         |
 |  max_duration                 | 1200000000000                                                                                                   | 1200000000000                                                                                                   |
 |  max_runs                     | -1                                                                                                              | -1                                                                                                              |
 |  time_unit                    | ns                                                                                                              | ns                                                                                                              |
 |  using_scheduler              | True                                                                                                            | True                                                                                                            |
 |  utilized_cores_per_numa_node | [64]                                                                                                            | [64]                                                                                                            |
 |  verify                       | False                                                                                                           | False                                                                                                           |
 |  warmup_duration              | 0                                                                                                               | 0                                                                                                               |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
+| 10a     ||   230.52 |   193.05 |  -16%  ||     1.13 |     1.17 |   +3%  |  0.0819 |
+| 10b     ||   167.10 |   147.71 |  -12%  ||     1.13 |     1.17 |   +3%  |  0.2557 |
+| 10c     ||   668.29 |   605.01 |   -9%  ||     1.13 |     1.17 |   +3%  |  0.0594 |
+| 11a     ||   138.42 |   122.48 |  -12%  ||     1.13 |     1.17 |   +3%  |  0.3089 |
-| 11b     ||   115.75 |   123.23 |   +6%  ||     1.13 |     1.17 |   +3%  |  0.6707 |
 | 11c     ||   101.45 |   104.36 |   +3%  ||     1.13 |     1.17 |   +3%  |  0.8320 |
-| 11d     ||   105.54 |   110.36 |   +5%  ||     1.13 |     1.17 |   +3%  |  0.7168 |
-| 12a     ||   181.65 |   190.94 |   +5%  ||     1.13 |     1.17 |   +3%  |  0.6582 |
 | 12b     ||    99.87 |    96.29 |   -4%  ||     1.13 |     1.17 |   +3%  |  0.8241 |
+| 12c     ||   408.13 |   367.16 |  -10%  ||     1.13 |     1.17 |   +3%  |  0.1232 |
-| 13a     ||   492.71 |   521.62 |   +6%  ||     1.13 |     1.17 |   +3%  |  0.2988 |
 | 13b     ||   381.00 |   367.39 |   -4%  ||     1.13 |     1.17 |   +3%  |  0.6362 |
+| 13c     ||   391.50 |   356.80 |   -9%  ||     1.13 |     1.17 |   +3%  |  0.2495 |
+| 13d     ||   985.24 |   930.82 |   -6%  ||     1.13 |     1.17 |   +3%  |  0.1146 |
+| 14a     ||   494.98 |   457.94 |   -7%  ||     1.13 |     1.17 |   +3%  |  0.2991 |
 | 14b     ||   461.57 |   449.27 |   -3%  ||     1.13 |     1.17 |   +3%  |  0.6804 |
+| 14c     ||   622.77 |   581.49 |   -7%  ||     1.13 |     1.17 |   +3%  |  0.1557 |
 | 15a     ||   130.52 |   131.82 |   +1%  ||     1.13 |     1.17 |   +3%  |  0.9334 |
+| 15b     ||   149.89 |   136.05 |   -9%  ||     1.13 |     1.17 |   +3%  |  0.4343 |
-| 15c     ||   145.41 |   157.52 |   +8%  ||     1.13 |     1.17 |   +3%  |  0.4732 |
 | 15d     ||   179.13 |   175.16 |   -2%  ||     1.13 |     1.17 |   +3%  |  0.8090 |
+| 16a     ||  1762.93 |  1668.21 |   -5%  ||     1.13 |     1.17 |   +3%  |  0.0432 |
+| 16b     ||  3288.49 |  3083.94 |   -6%  ||     1.12 |     1.16 |   +3%  |  0.0000 |
 | 16c     ||  1970.33 |  1935.43 |   -2%  ||     1.13 |     1.17 |   +3%  |  0.4636 |
 | 16d     ||  1967.17 |  1913.45 |   -3%  ||     1.13 |     1.16 |   +3%  |  0.2598 |
 | 17a     ||   904.64 |   935.15 |   +3%  ||     1.13 |     1.17 |   +3%  |  0.4287 |
 | 17b     ||   721.54 |   690.88 |   -4%  ||     1.13 |     1.17 |   +3%  |  0.3898 |
+| 17c     ||   648.01 |   605.45 |   -7%  ||     1.13 |     1.17 |   +3%  |  0.1958 |
-| 17d     ||   611.91 |   647.76 |   +6%  ||     1.13 |     1.17 |   +4%  |  0.2748 |
+| 17e     ||  1815.45 |  1722.98 |   -5%  ||     1.13 |     1.16 |   +3%  |  0.0276 |
+| 17f     ||  1282.70 |  1189.25 |   -7%  ||     1.13 |     1.17 |   +3%  |  0.0460 |
 | 18a     ||   280.50 |   280.19 |   -0%  ||     1.13 |     1.17 |   +3%  |  0.9886 |
-| 18b     ||   405.03 |   446.71 |  +10%  ||     1.13 |     1.17 |   +3%  |  0.1891 |
+| 18c     ||   726.48 |   675.03 |   -7%  ||     1.13 |     1.17 |   +3%  |  0.1934 |
+| 19a     ||   683.69 |   596.97 |  -13%  ||     1.13 |     1.17 |   +3%  |  0.0244 |
 | 19b     ||   473.63 |   454.26 |   -4%  ||     1.13 |     1.17 |   +3%  |  0.5894 |
 | 19c     ||   683.08 |   652.50 |   -4%  ||     1.13 |     1.17 |   +3%  |  0.3837 |
 | 19d     ||  1524.07 |  1478.57 |   -3%  ||     1.13 |     1.16 |   +3%  |  0.3433 |
-| 1a      ||    37.26 |    50.38 |  +35%  ||     1.13 |     1.17 |   +3%  |  0.1337 |
-| 1b      ||    59.55 |    65.02 |   +9%  ||     1.13 |     1.17 |   +3%  |  0.6087 |
+| 1c      ||    72.21 |    61.14 |  -15%  ||     1.13 |     1.17 |   +3%  |  0.3621 |
+| 1d      ||    32.50 |    29.07 |  -11%  ||     1.13 |     1.17 |   +3%  |  0.4662 |
 | 20a     ||   495.46 |   498.30 |   +1%  ||     1.13 |     1.17 |   +3%  |  0.9276 |
+| 20b     ||   450.53 |   429.52 |   -5%  ||     1.13 |     1.17 |   +3%  |  0.5045 |
 | 20c     ||   439.82 |   443.15 |   +1%  ||     1.13 |     1.17 |   +3%  |  0.9127 |
+| 21a     ||   212.03 |   201.23 |   -5%  ||     1.13 |     1.17 |   +3%  |  0.6140 |
 | 21b     ||   145.57 |   150.66 |   +3%  ||     1.13 |     1.17 |   +3%  |  0.7532 |
 | 21c     ||   235.55 |   234.03 |   -1%  ||     1.13 |     1.17 |   +3%  |  0.9513 |
-| 22a     ||   522.89 |   587.06 |  +12%  ||     1.13 |     1.17 |   +3%  |  0.0793 |
-| 22b     ||   426.44 |   450.14 |   +6%  ||     1.13 |     1.16 |   +3%  |  0.3894 |
+| 22c     ||   778.05 |   676.76 |  -13%  ||     1.13 |     1.17 |   +3%  |  0.0066 |
 | 22d     ||  1022.33 |   988.73 |   -3%  ||     1.13 |     1.17 |   +3%  |  0.4384 |
 | 23a     ||   176.06 |   169.37 |   -4%  ||     1.13 |     1.17 |   +3%  |  0.7092 |
-| 23b     ||   128.44 |   169.64 |  +32%  ||     1.13 |     1.17 |   +3%  |  0.0099 |
-| 23c     ||   177.92 |   194.57 |   +9%  ||     1.13 |     1.17 |   +3%  |  0.4339 |
 | 24a     ||   441.96 |   449.89 |   +2%  ||     1.13 |     1.17 |   +3%  |  0.8161 |
 | 24b     ||   330.63 |   326.92 |   -1%  ||     1.13 |     1.17 |   +3%  |  0.8952 |
+| 25a     ||   487.91 |   455.52 |   -7%  ||     1.13 |     1.17 |   +3%  |  0.3415 |
 | 25b     ||   238.65 |   231.42 |   -3%  ||     1.13 |     1.17 |   +3%  |  0.7560 |
 | 25c     ||  1019.91 |  1022.17 |   +0%  ||     1.13 |     1.17 |   +3%  |  0.9606 |
 | 26a     ||   464.64 |   452.31 |   -3%  ||     1.13 |     1.17 |   +3%  |  0.6652 |
+| 26b     ||   307.47 |   268.46 |  -13%  ||     1.13 |     1.17 |   +3%  |  0.0559 |
 | 26c     ||   665.73 |   639.15 |   -4%  ||     1.13 |     1.17 |   +3%  |  0.3780 |
+| 27a     ||   214.73 |   197.58 |   -8%  ||     1.13 |     1.17 |   +3%  |  0.4448 |
+| 27b     ||   223.34 |   182.66 |  -18%  ||     1.13 |     1.17 |   +3%  |  0.0784 |
+| 27c     ||   271.62 |   238.67 |  -12%  ||     1.13 |     1.17 |   +3%  |  0.2535 |
 | 28a     ||   695.45 |   686.93 |   -1%  ||     1.13 |     1.17 |   +3%  |  0.8105 |
+| 28b     ||   281.70 |   259.33 |   -8%  ||     1.13 |     1.17 |   +3%  |  0.3717 |
+| 28c     ||   724.25 |   660.12 |   -9%  ||     1.13 |     1.17 |   +3%  |  0.0951 |
+| 29a     ||   335.52 |   319.26 |   -5%  ||     1.13 |     1.17 |   +3%  |  0.5854 |
 | 29b     ||   398.15 |   393.29 |   -1%  ||     1.13 |     1.17 |   +3%  |  0.8721 |
+| 29c     ||   465.33 |   396.84 |  -15%  ||     1.13 |     1.17 |   +3%  |  0.0378 |
+| 2a      ||   168.14 |   148.82 |  -11%  ||     1.13 |     1.17 |   +3%  |  0.2615 |
-| 2b      ||   138.29 |   148.18 |   +7%  ||     1.13 |     1.17 |   +3%  |  0.5094 |
+| 2c      ||   114.59 |    97.01 |  -15%  ||     1.13 |     1.17 |   +3%  |  0.2598 |
+| 2d      ||   245.30 |   233.61 |   -5%  ||     1.13 |     1.17 |   +3%  |  0.5187 |
 | 30a     ||   403.01 |   398.58 |   -1%  ||     1.13 |     1.17 |   +3%  |  0.8942 |
 | 30b     ||   409.87 |   424.26 |   +4%  ||     1.13 |     1.17 |   +3%  |  0.6719 |
 | 30c     ||   729.92 |   742.61 |   +2%  ||     1.13 |     1.17 |   +3%  |  0.7355 |
+| 31a     ||   346.28 |   329.78 |   -5%  ||     1.13 |     1.17 |   +3%  |  0.6337 |
+| 31b     ||   295.32 |   281.84 |   -5%  ||     1.13 |     1.17 |   +3%  |  0.6396 |
 | 31c     ||   351.92 |   353.00 |   +0%  ||     1.13 |     1.17 |   +3%  |  0.9687 |
 | 32a     ||    58.19 |    57.35 |   -1%  ||     1.13 |     1.17 |   +3%  |  0.9411 |
 | 32b     ||   169.49 |   171.34 |   +1%  ||     1.13 |     1.17 |   +3%  |  0.9031 |
 | 33a     ||   147.00 |   152.08 |   +3%  ||     1.13 |     1.17 |   +3%  |  0.8045 |
 | 33b     ||   102.36 |    99.90 |   -2%  ||     1.13 |     1.17 |   +3%  |  0.8605 |
-| 33c     ||   172.53 |   187.76 |   +9%  ||     1.13 |     1.17 |   +3%  |  0.5055 |
-| 3a      ||   299.94 |   326.91 |   +9%  ||     1.13 |     1.17 |   +3%  |  0.3393 |
+| 3b      ||    96.41 |    82.57 |  -14%  ||     1.13 |     1.17 |   +3%  |  0.3701 |
 | 3c      ||   495.82 |   479.38 |   -3%  ||     1.13 |     1.17 |   +3%  |  0.6211 |
-| 4a      ||   286.23 |   310.54 |   +8%  ||     1.13 |     1.17 |   +3%  |  0.3061 |
-| 4b      ||    58.47 |    68.90 |  +18%  ||     1.13 |     1.17 |   +3%  |  0.4424 |
+| 4c      ||   377.83 |   334.26 |  -12%  ||     1.13 |     1.17 |   +3%  |  0.1101 |
-| 5a      ||   244.48 |   277.38 |  +13%  ||     1.13 |     1.17 |   +3%  |  0.2121 |
-| 5b      ||   162.59 |   178.23 |  +10%  ||     1.13 |     1.17 |   +3%  |  0.3999 |
+| 5c      ||   383.28 |   339.36 |  -11%  ||     1.13 |     1.17 |   +3%  |  0.1448 |
+| 6a      ||   163.07 |   138.28 |  -15%  ||     1.13 |     1.17 |   +3%  |  0.1613 |
-| 6b      ||   195.49 |   205.34 |   +5%  ||     1.13 |     1.17 |   +3%  |  0.5881 |
 | 6c      ||   122.31 |   122.64 |   +0%  ||     1.13 |     1.17 |   +3%  |  0.9780 |
+| 6d      ||   596.90 |   561.78 |   -6%  ||     1.13 |     1.17 |   +3%  |  0.2759 |
+| 6e      ||   151.55 |   135.68 |  -10%  ||     1.13 |     1.17 |   +3%  |  0.2801 |
 | 6f      ||  1260.12 |  1219.14 |   -3%  ||     1.13 |     1.17 |   +3%  |  0.2495 |
+| 7a      ||   187.82 |   170.75 |   -9%  ||     1.13 |     1.17 |   +3%  |  0.4298 |
-| 7b      ||   178.20 |   189.89 |   +7%  ||     1.13 |     1.17 |   +3%  |  0.5689 |
+| 7c      ||  1196.89 |  1142.99 |   -5%  ||     1.13 |     1.17 |   +3%  |  0.2420 |
+| 8a      ||   268.40 |   232.60 |  -13%  ||     1.13 |     1.17 |   +3%  |  0.1895 |
 | 8b      ||   203.65 |   198.72 |   -2%  ||     1.13 |     1.17 |   +3%  |  0.8209 |
 | 8c      ||  2429.42 |  2446.06 |   +1%  ||     1.13 |     1.16 |   +3%  |  0.7300 |
-| 8d      ||   700.92 |   739.12 |   +5%  ||     1.13 |     1.17 |   +3%  |  0.2435 |
 | 9a      ||   713.90 |   728.93 |   +2%  ||     1.13 |     1.17 |   +3%  |  0.6803 |
 | 9b      ||   493.53 |   484.93 |   -2%  ||     1.13 |     1.17 |   +3%  |  0.7816 |
-| 9c      ||   695.62 |   755.63 |   +9%  ||     1.13 |     1.17 |   +3%  |  0.1114 |
+| 9d      ||  1234.63 |  1152.69 |   -7%  ||     1.13 |     1.17 |   +3%  |  0.0674 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     || 56430.37 | 54731.29 |   -3%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   +3%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkStarSchema - single-threaded

Sum of avg. item runtimes: -8% || Geometric mean of throughput changes: +7%
Configuration Overview - click to expand
 +Configuration Overview---+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkStarSchema_84d3b1e17651f113943003fabf6735b7dac79baa_st.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkStarSchema_da72f86758477648ff8cee02d6098f96f66155c6_st.json |
 +-------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 84d3b1e17651f113943003fabf6735b7dac79baa-dirty                                                                   | da72f86758477648ff8cee02d6098f96f66155c6-dirty                                                                   |
 |  benchmark_mode         | Ordered                                                                                                          | Ordered                                                                                                          |
 |  build_type             | release                                                                                                          | release                                                                                                          |
 |  chunk_indexes          | False                                                                                                            | False                                                                                                            |
 |  chunk_size             | 65535                                                                                                            | 65535                                                                                                            |
 |  clients                | 1                                                                                                                | 1                                                                                                                |
 |  compiler               | clang 17.0.2                                                                                                     | clang 17.0.2                                                                                                     |
 |  cores                  | 0                                                                                                                | 0                                                                                                                |
 |  data_preparation_cores | 0                                                                                                                | 0                                                                                                                |
 |  date                   | 2024-05-15 19:07:34                                                                                              | 2024-05-16 01:12:05                                                                                              |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                          | {'default': {'encoding': 'Dictionary'}}                                                                          |
 |  max_duration           | 60000000000                                                                                                      | 60000000000                                                                                                      |
 |  max_runs               | 50                                                                                                               | 50                                                                                                               |
 |  scale_factor           | 10.0                                                                                                             | 10.0                                                                                                             |
 |  time_unit              | ns                                                                                                               | ns                                                                                                               |
 |  using_scheduler        | False                                                                                                            | False                                                                                                            |
 |  verify                 | False                                                                                                            | False                                                                                                            |
 |  warmup_duration        | 1000000000                                                                                                       | 1000000000                                                                                                       |
 +-------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | 1.1     ||   476.76 |   468.60 |   -2%˄ ||     2.10 |     2.13 |   +2%˄ | (run time too short) |
+| 1.2     ||   245.29 |   230.14 |   -6%˄ ||     4.08 |     4.35 |   +7%˄ | (run time too short) |
+| 1.3     ||   233.96 |   223.56 |   -4%˄ ||     4.27 |     4.47 |   +5%˄ | (run time too short) |
+| 2.1     ||   836.73 |   767.22 |   -8%˄ ||     1.20 |     1.30 |   +9%˄ | (run time too short) |
+| 2.2     ||   442.68 |   421.57 |   -5%˄ ||     2.26 |     2.37 |   +5%˄ | (run time too short) |
 | 2.3     ||   258.81 |   260.11 |   +1%˄ ||     3.86 |     3.84 |   -0%˄ | (run time too short) |
+| 3.1     ||  3210.00 |  2975.12 |   -7%  ||     0.31 |     0.34 |   +8%  |               0.0000 |
+| 3.2     ||   426.00 |   397.13 |   -7%˄ ||     2.35 |     2.52 |   +7%˄ | (run time too short) |
+| 3.3     ||   167.83 |   155.87 |   -7%˄ ||     5.96 |     6.42 |   +8%˄ | (run time too short) |
 | 3.4     ||   154.44 |   148.13 |   -4%˄ ||     6.47 |     6.75 |   +4%˄ | (run time too short) |
+| 4.1     ||  3641.59 |  3302.49 |   -9%  ||     0.27 |     0.30 |  +10%  |               0.0000 |
+| 4.2     ||  1086.26 |   944.81 |  -13%˄ ||     0.92 |     1.06 |  +15%˄ | (run time too short) |
+| 4.3     ||   322.16 |   287.09 |  -11%˄ ||     3.10 |     3.48 |  +12%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum     || 11502.50 | 10581.86 |   -8%  ||          |          |        |                      |
+| Geomean ||          |          |        ||          |          |   +7%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkStarSchema - multi-threaded, ordered, 1 client, 64 cores

Sum of avg. item runtimes: -4% || Geometric mean of throughput changes: +3%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkStarSchema_84d3b1e17651f113943003fabf6735b7dac79baa_mt_ordered.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkStarSchema_da72f86758477648ff8cee02d6098f96f66155c6_mt_ordered.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 84d3b1e17651f113943003fabf6735b7dac79baa-dirty                                                                           | da72f86758477648ff8cee02d6098f96f66155c6-dirty                                                                           |
 |  benchmark_mode               | Ordered                                                                                                                  | Ordered                                                                                                                  |
 |  build_type                   | release                                                                                                                  | release                                                                                                                  |
 |  chunk_indexes                | False                                                                                                                    | False                                                                                                                    |
 |  chunk_size                   | 65535                                                                                                                    | 65535                                                                                                                    |
 |  clients                      | 1                                                                                                                        | 1                                                                                                                        |
 |  compiler                     | clang 17.0.2                                                                                                             | clang 17.0.2                                                                                                             |
 |  cores                        | 64                                                                                                                       | 64                                                                                                                       |
 |  data_preparation_cores       | 0                                                                                                                        | 0                                                                                                                        |
 |  date                         | 2024-05-15 19:14:13                                                                                                      | 2024-05-16 01:18:30                                                                                                      |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                  | {'default': {'encoding': 'Dictionary'}}                                                                                  |
 |  max_duration                 | 60000000000                                                                                                              | 60000000000                                                                                                              |
 |  max_runs                     | 50                                                                                                                       | 50                                                                                                                       |
 |  scale_factor                 | 10.0                                                                                                                     | 10.0                                                                                                                     |
 |  time_unit                    | ns                                                                                                                       | ns                                                                                                                       |
 |  using_scheduler              | True                                                                                                                     | True                                                                                                                     |
 |  utilized_cores_per_numa_node | [64]                                                                                                                     | [64]                                                                                                                     |
 |  verify                       | False                                                                                                                    | False                                                                                                                    |
 |  warmup_duration              | 1000000000                                                                                                               | 1000000000                                                                                                               |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |     new |        ||      old |      new |        |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | 1.1     ||   138.11 |  136.54 |   -1%˄ ||     7.24 |     7.32 |   +1%˄ | (run time too short) |
 | 1.2     ||    95.15 |   94.53 |   -1%˄ ||    10.50 |    10.57 |   +1%˄ | (run time too short) |
 | 1.3     ||    92.54 |   89.80 |   -3%˄ ||    10.79 |    11.12 |   +3%˄ | (run time too short) |
 | 2.1     ||   423.49 |  414.05 |   -2%˄ ||     2.36 |     2.41 |   +2%˄ | (run time too short) |
 | 2.2     ||   202.68 |  197.98 |   -2%˄ ||     4.93 |     5.05 |   +2%˄ | (run time too short) |
 | 2.3     ||    74.25 |   72.57 |   -2%˄ ||    13.45 |    13.76 |   +2%˄ | (run time too short) |
 | 3.1     ||  1263.42 | 1210.60 |   -4%˄ ||     0.79 |     0.83 |   +4%˄ |               0.0000 |
 | 3.2     ||   192.33 |  188.51 |   -2%˄ ||     5.20 |     5.30 |   +2%˄ | (run time too short) |
 | 3.3     ||    90.47 |   87.70 |   -3%˄ ||    11.04 |    11.39 |   +3%˄ | (run time too short) |
+| 3.4     ||    85.97 |   79.76 |   -7%˄ ||    11.62 |    12.53 |   +8%˄ | (run time too short) |
+| 4.1     ||  1115.93 | 1055.80 |   -5%˄ ||     0.90 |     0.95 |   +6%˄ | (run time too short) |
+| 4.2     ||   443.45 |  418.01 |   -6%˄ ||     2.25 |     2.39 |   +6%˄ | (run time too short) |
 | 4.3     ||   124.71 |  119.64 |   -4%˄ ||     8.01 |     8.35 |   +4%˄ | (run time too short) |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Sum     ||  4342.51 | 4165.49 |   -4%  ||          |          |        |                      |
 | Geomean ||          |         |        ||          |          |   +3%  |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                        |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkStarSchema - multi-threaded, shuffled, 64 clients, 64 cores

Sum of avg. item runtimes: -3% || Geometric mean of throughput changes: +3%
Configuration Overview - click to expand
 +Configuration Overview---------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkStarSchema_84d3b1e17651f113943003fabf6735b7dac79baa_mt.json | /hyrise/rel_amd/benchmark_all_results/hyriseBenchmarkStarSchema_da72f86758477648ff8cee02d6098f96f66155c6_mt.json |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 84d3b1e17651f113943003fabf6735b7dac79baa-dirty                                                                   | da72f86758477648ff8cee02d6098f96f66155c6-dirty                                                                   |
 |  benchmark_mode               | Shuffled                                                                                                         | Shuffled                                                                                                         |
 |  build_type                   | release                                                                                                          | release                                                                                                          |
 |  chunk_indexes                | False                                                                                                            | False                                                                                                            |
 |  chunk_size                   | 65535                                                                                                            | 65535                                                                                                            |
 |  clients                      | 64                                                                                                               | 64                                                                                                               |
 |  compiler                     | clang 17.0.2                                                                                                     | clang 17.0.2                                                                                                     |
 |  cores                        | 64                                                                                                               | 64                                                                                                               |
 |  data_preparation_cores       | 0                                                                                                                | 0                                                                                                                |
 |  date                         | 2024-05-15 19:18:34                                                                                              | 2024-05-16 01:22:45                                                                                              |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                          | {'default': {'encoding': 'Dictionary'}}                                                                          |
 |  max_duration                 | 1200000000000                                                                                                    | 1200000000000                                                                                                    |
 |  max_runs                     | -1                                                                                                               | -1                                                                                                               |
 |  scale_factor                 | 10.0                                                                                                             | 10.0                                                                                                             |
 |  time_unit                    | ns                                                                                                               | ns                                                                                                               |
 |  using_scheduler              | True                                                                                                             | True                                                                                                             |
 |  utilized_cores_per_numa_node | [64]                                                                                                             | [64]                                                                                                             |
 |  verify                       | False                                                                                                            | False                                                                                                            |
 |  warmup_duration              | 0                                                                                                                | 0                                                                                                                |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | 1.1     ||   896.51 |   856.31 |   -4%  ||     3.61 |     3.70 |   +3%  |  0.0725 |
 | 1.2     ||   476.40 |   476.42 |   +0%  ||     3.61 |     3.70 |   +3%  |  0.9989 |
+| 1.3     ||   449.13 |   416.72 |   -7%  ||     3.61 |     3.70 |   +3%  |  0.0224 |
 | 2.1     ||  2175.73 |  2095.97 |   -4%  ||     3.60 |     3.70 |   +3%  |  0.0273 |
+| 2.2     ||  1167.79 |  1110.62 |   -5%  ||     3.61 |     3.70 |   +3%  |  0.0317 |
 | 2.3     ||   377.76 |   374.89 |   -1%  ||     3.61 |     3.70 |   +3%  |  0.8210 |
 | 3.1     ||  3427.34 |  3365.06 |   -2%  ||     3.60 |     3.69 |   +3%  |  0.0925 |
+| 3.2     ||  1073.55 |  1015.17 |   -5%  ||     3.61 |     3.70 |   +3%  |  0.0166 |
 | 3.3     ||   524.46 |   521.78 |   -1%  ||     3.61 |     3.70 |   +3%  |  0.8857 |
 | 3.4     ||   500.54 |   499.98 |   -0%  ||     3.61 |     3.70 |   +3%  |  0.9749 |
 | 4.1     ||  3227.52 |  3228.61 |   +0%  ||     3.60 |     3.69 |   +3%  |  0.9764 |
 | 4.2     ||  2626.57 |  2524.62 |   -4%  ||     3.60 |     3.70 |   +3%  |  0.0104 |
 | 4.3     ||   792.64 |   774.32 |   -2%  ||     3.61 |     3.70 |   +3%  |  0.4143 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     || 17715.93 | 17260.49 |   -3%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   +3%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

@dey4ss
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dey4ss commented May 16, 2024

How are you running it typically? I am not sure what else I need to consider (tmux, piping output somewhere etc.)

I usually run benchmark_all.sh in a tmux session on nemea. However, I usually re-execute it in the plain ssh shell (reusing the written reults) to get the output rather than piping it somewhere.

@Bouncner
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Since you have been seeing different results than I had on nemea (at least some weeks ago that was the case) I would kindly ask to re-check the output if you have some results laying around.

@Bouncner
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Nemea looks good to me (I think you had a different setup, so I am still interested in your output).

System

nemea - click to expand
property value
Hostname nemea
CPU Intel(R) Xeon(R) Platinum 8180 CPU @ 2.50GHz
Memory 643GB
numactl nodebind: 3
numactl membind: 3

Commit Info and Build Time

commit date message build time
43b228e 03.05.2024 12:47 Add ABS function (#2641) real 340.83 user 3282.00 sys 110.65
556e894 03.05.2024 11:13 Merge branch 'master' into martiin/perf/aggregate_output real 358.51 user 3288.82 sys 112.21

hyriseBenchmarkTPCH - single-threaded, SF 10.0

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview----+-----------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_43b228e1bc09ffbd5956577684cb99d0e060df1c_st.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_st.json |
 +--------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                    | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                    |
 |  benchmark_mode          | Ordered                                                                                                                           | Ordered                                                                                                                           |
 |  build_type              | release                                                                                                                           | release                                                                                                                           |
 |  chunk_indexes           | False                                                                                                                             | False                                                                                                                             |
 |  chunk_size              | 65535                                                                                                                             | 65535                                                                                                                             |
 |  clients                 | 1                                                                                                                                 | 1                                                                                                                                 |
 |  clustering              | None                                                                                                                              | None                                                                                                                              |
 |  compiler                | clang 15.0.7                                                                                                                      | clang 15.0.7                                                                                                                      |
 |  cores                   | 0                                                                                                                                 | 0                                                                                                                                 |
 |  data_preparation_cores  | 0                                                                                                                                 | 0                                                                                                                                 |
 |  date                    | 2024-05-05 23:09:02                                                                                                               | 2024-05-06 02:48:04                                                                                                               |
 |  encoding                | {'default': {'encoding': 'Dictionary'}}                                                                                           | {'default': {'encoding': 'Dictionary'}}                                                                                           |
 |  max_duration            | 60000000000                                                                                                                       | 60000000000                                                                                                                       |
 |  max_runs                | 50                                                                                                                                | 50                                                                                                                                |
 |  scale_factor            | 10.0                                                                                                                              | 10.0                                                                                                                              |
 |  time_unit               | ns                                                                                                                                | ns                                                                                                                                |
 |  use_prepared_statements | False                                                                                                                             | False                                                                                                                             |
 |  using_scheduler         | False                                                                                                                             | False                                                                                                                             |
 |  verify                  | False                                                                                                                             | False                                                                                                                             |
 |  warmup_duration         | 1000000000                                                                                                                        | 1000000000                                                                                                                        |
 +--------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |      new |        ||      old |      new |        |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | TPC-H 01 ||  6499.71 |  6421.73 |   -1%  ||     0.15 |     0.16 |   +1%  |               0.5867 |
 | TPC-H 02 ||    49.64 |    48.93 |   -1%˄ ||    20.14 |    20.43 |   +1%˄ | (run time too short) |
 | TPC-H 03 ||  1320.45 |  1332.59 |   +1%  ||     0.76 |     0.75 |   -1%  |               0.4410 |
+| TPC-H 04 ||  1399.07 |  1330.07 |   -5%  ||     0.71 |     0.75 |   +5%  |               0.0006 |
 | TPC-H 05 ||  2217.48 |  2211.98 |   -0%  ||     0.45 |     0.45 |   +0%  |               0.7011 |
 | TPC-H 06 ||   159.77 |   154.79 |   -3%˄ ||     6.26 |     6.46 |   +3%˄ | (run time too short) |
 | TPC-H 07 ||   833.44 |   823.48 |   -1%˄ ||     1.20 |     1.21 |   +1%˄ | (run time too short) |
 | TPC-H 08 ||   515.98 |   525.45 |   +2%˄ ||     1.94 |     1.90 |   -2%˄ | (run time too short) |
 | TPC-H 09 ||  5097.73 |  5115.40 |   +0%  ||     0.20 |     0.20 |   -0%  |               0.5663 |
+| TPC-H 10 ||  1730.98 |  1277.14 |  -26%  ||     0.58 |     0.78 |  +36%  |               0.0000 |
 | TPC-H 11 ||    64.99 |    62.97 |   -3%˄ ||    15.39 |    15.88 |   +3%˄ | (run time too short) |
 | TPC-H 12 ||   927.89 |   932.86 |   +1%˄ ||     1.08 |     1.07 |   -1%˄ | (run time too short) |
 | TPC-H 13 ||  5048.13 |  4918.39 |   -3%  ||     0.20 |     0.20 |   +3%  |               0.0184 |
 | TPC-H 14 ||   414.49 |   413.34 |   -0%˄ ||     2.41 |     2.42 |   +0%˄ | (run time too short) |
+| TPC-H 15 ||   195.72 |   186.93 |   -4%˄ ||     5.11 |     5.35 |   +5%˄ | (run time too short) |
 | TPC-H 16 ||   551.87 |   553.78 |   +0%˄ ||     1.81 |     1.81 |   -0%˄ | (run time too short) |
 | TPC-H 17 ||   222.62 |   223.99 |   +1%˄ ||     4.49 |     4.46 |   -1%˄ | (run time too short) |
-| TPC-H 18 ||  1658.21 |  1858.42 |  +12%  ||     0.60 |     0.54 |  -11%  |               0.0000 |
 | TPC-H 19 ||   217.53 |   213.99 |   -2%˄ ||     4.60 |     4.67 |   +2%˄ | (run time too short) |
-| TPC-H 20 ||   491.05 |   556.23 |  +13%˄ ||     2.04 |     1.80 |  -12%˄ | (run time too short) |
-| TPC-H 21 ||  3794.57 |  3968.33 |   +5%  ||     0.26 |     0.25 |   -4%  |               0.0017 |
 | TPC-H 22 ||   440.06 |   434.99 |   -1%˄ ||     2.27 |     2.30 |   +1%˄ | (run time too short) |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum      || 33851.37 | 33565.78 |   -1%  ||          |          |        |                      |
 | Geomean  ||          |          |        ||          |          |   +1%  |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                         |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - single-threaded, SF 0.01

Sum of avg. item runtimes: +1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview----+---------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_43b228e1bc09ffbd5956577684cb99d0e060df1c_st_s01.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_st_s01.json |
 +--------------------------+---------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                        | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                        |
 |  benchmark_mode          | Ordered                                                                                                                               | Ordered                                                                                                                               |
 |  build_type              | release                                                                                                                               | release                                                                                                                               |
 |  chunk_indexes           | False                                                                                                                                 | False                                                                                                                                 |
 |  chunk_size              | 65535                                                                                                                                 | 65535                                                                                                                                 |
 |  clients                 | 1                                                                                                                                     | 1                                                                                                                                     |
 |  clustering              | None                                                                                                                                  | None                                                                                                                                  |
 |  compiler                | clang 15.0.7                                                                                                                          | clang 15.0.7                                                                                                                          |
 |  cores                   | 0                                                                                                                                     | 0                                                                                                                                     |
 |  data_preparation_cores  | 0                                                                                                                                     | 0                                                                                                                                     |
 |  date                    | 2024-05-05 23:24:47                                                                                                                   | 2024-05-06 03:03:59                                                                                                                   |
 |  encoding                | {'default': {'encoding': 'Dictionary'}}                                                                                               | {'default': {'encoding': 'Dictionary'}}                                                                                               |
 |  max_duration            | 60000000000                                                                                                                           | 60000000000                                                                                                                           |
 |  max_runs                | 50                                                                                                                                    | 50                                                                                                                                    |
 |  scale_factor            | 0.009999999776482582                                                                                                                  | 0.009999999776482582                                                                                                                  |
 |  time_unit               | ns                                                                                                                                    | ns                                                                                                                                    |
 |  use_prepared_statements | False                                                                                                                                 | False                                                                                                                                 |
 |  using_scheduler         | False                                                                                                                                 | False                                                                                                                                 |
 |  verify                  | False                                                                                                                                 | False                                                                                                                                 |
 |  warmup_duration         | 1000000000                                                                                                                            | 1000000000                                                                                                                            |
 +--------------------------+---------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------+
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |     new |        ||      old |      new |        |                      |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | TPC-H 01 ||     5.22 |    5.28 |   +1%˄ ||   191.40 |   189.29 |   -1%˄ | (run time too short) |
+| TPC-H 02 ||     4.32 |    3.85 |  -11%˄ ||   231.46 |   259.66 |  +12%˄ | (run time too short) |
 | TPC-H 03 ||     0.56 |    0.58 |   +3%˄ ||  1779.37 |  1725.93 |   -3%˄ | (run time too short) |
 | TPC-H 04 ||     0.43 |    0.44 |   +3%˄ ||  2346.09 |  2280.88 |   -3%˄ | (run time too short) |
 | TPC-H 05 ||     1.01 |    1.05 |   +4%˄ ||   989.06 |   946.77 |   -4%˄ | (run time too short) |
 | TPC-H 06 ||     0.18 |    0.18 |   +0%˄ ||  5594.45 |  5580.32 |   -0%˄ | (run time too short) |
 | TPC-H 07 ||    11.47 |   11.52 |   +0%˄ ||    87.18 |    86.80 |   -0%˄ | (run time too short) |
 | TPC-H 08 ||    16.12 |   16.53 |   +3%˄ ||    62.03 |    60.48 |   -2%˄ | (run time too short) |
-| TPC-H 09 ||     3.50 |    4.09 |  +17%˄ ||   285.21 |   244.37 |  -14%˄ | (run time too short) |
+| TPC-H 10 ||     0.78 |    0.66 |  -15%˄ ||  1285.22 |  1517.15 |  +18%˄ | (run time too short) |
 | TPC-H 11 ||     0.20 |    0.20 |   +1%˄ ||  4905.55 |  4847.90 |   -1%˄ | (run time too short) |
-| TPC-H 12 ||     0.59 |    0.62 |   +6%˄ ||  1693.97 |  1599.13 |   -6%˄ | (run time too short) |
 | TPC-H 13 ||     2.03 |    2.04 |   +0%˄ ||   491.24 |   489.77 |   -0%˄ | (run time too short) |
 | TPC-H 14 ||     0.33 |    0.33 |   +0%˄ ||  3040.16 |  3031.53 |   -0%˄ | (run time too short) |
 | TPC-H 15 ||     1.32 |    1.34 |   +1%˄ ||   756.22 |   745.95 |   -1%˄ | (run time too short) |
 | TPC-H 16 ||     2.30 |    2.31 |   +0%˄ ||   434.11 |   433.39 |   -0%˄ | (run time too short) |
+| TPC-H 17 ||     0.76 |    0.63 |  -18%˄ ||  1306.16 |  1585.53 |  +21%˄ | (run time too short) |
+| TPC-H 18 ||     1.21 |    1.16 |   -4%˄ ||   824.78 |   863.38 |   +5%˄ | (run time too short) |
 | TPC-H 19 ||     5.92 |    5.94 |   +0%˄ ||   168.85 |   168.36 |   -0%˄ | (run time too short) |
 | TPC-H 20 ||     2.79 |    2.78 |   -0%˄ ||   358.74 |   359.44 |   +0%˄ | (run time too short) |
 | TPC-H 21 ||     1.06 |    1.04 |   -2%˄ ||   937.86 |   955.74 |   +2%˄ | (run time too short) |
 | TPC-H 22 ||     1.19 |    1.20 |   +1%˄ ||   839.58 |   834.28 |   -1%˄ | (run time too short) |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | Sum      ||    63.29 |   63.76 |   +1%  ||          |          |        |                      |
 | Geomean  ||          |         |        ||          |          |   +1%  |                      |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                        |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, ordered, 1 client, 28 cores, SF 10.0

Sum of avg. item runtimes: -6% || Geometric mean of throughput changes: +5%
Configuration Overview - click to expand
 +Configuration Overview---------+-------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_43b228e1bc09ffbd5956577684cb99d0e060df1c_mt_ordered.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_mt_ordered.json |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                            | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                            |
 |  benchmark_mode               | Ordered                                                                                                                                   | Ordered                                                                                                                                   |
 |  build_type                   | release                                                                                                                                   | release                                                                                                                                   |
 |  chunk_indexes                | False                                                                                                                                     | False                                                                                                                                     |
 |  chunk_size                   | 65535                                                                                                                                     | 65535                                                                                                                                     |
 |  clients                      | 1                                                                                                                                         | 1                                                                                                                                         |
 |  clustering                   | None                                                                                                                                      | None                                                                                                                                      |
 |  compiler                     | clang 15.0.7                                                                                                                              | clang 15.0.7                                                                                                                              |
 |  cores                        | 28                                                                                                                                        | 28                                                                                                                                        |
 |  data_preparation_cores       | 0                                                                                                                                         | 0                                                                                                                                         |
 |  date                         | 2024-05-05 23:25:12                                                                                                                       | 2024-05-06 03:04:24                                                                                                                       |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                   | {'default': {'encoding': 'Dictionary'}}                                                                                                   |
 |  max_duration                 | 60000000000                                                                                                                               | 60000000000                                                                                                                               |
 |  max_runs                     | 50                                                                                                                                        | 50                                                                                                                                        |
 |  scale_factor                 | 10.0                                                                                                                                      | 10.0                                                                                                                                      |
 |  time_unit                    | ns                                                                                                                                        | ns                                                                                                                                        |
 |  use_prepared_statements      | False                                                                                                                                     | False                                                                                                                                     |
 |  using_scheduler              | True                                                                                                                                      | True                                                                                                                                      |
 |  utilized_cores_per_numa_node | [0, 0, 0, 28]                                                                                                                             | [0, 0, 0, 28]                                                                                                                             |
 |  verify                       | False                                                                                                                                     | False                                                                                                                                     |
 |  warmup_duration              | 1000000000                                                                                                                                | 1000000000                                                                                                                                |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |      new |        ||      old |      new |        |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | TPC-H 01 ||  4641.16 |  4598.50 |   -1%  ||     0.22 |     0.22 |   +1%  |               0.1638 |
+| TPC-H 02 ||    66.14 |    61.10 |   -8%˄ ||    15.08 |    16.32 |   +8%˄ | (run time too short) |
 | TPC-H 03 ||   593.65 |   588.18 |   -1%˄ ||     1.68 |     1.70 |   +1%˄ | (run time too short) |
 | TPC-H 04 ||   514.51 |   517.18 |   +1%˄ ||     1.94 |     1.93 |   -1%˄ | (run time too short) |
 | TPC-H 05 ||   521.35 |   507.68 |   -3%˄ ||     1.92 |     1.97 |   +3%˄ | (run time too short) |
 | TPC-H 06 ||    61.40 |    60.99 |   -1%˄ ||    16.24 |    16.35 |   +1%˄ | (run time too short) |
 | TPC-H 07 ||   271.45 |   269.59 |   -1%˄ ||     3.68 |     3.71 |   +1%˄ | (run time too short) |
 | TPC-H 08 ||   252.26 |   249.80 |   -1%˄ ||     3.96 |     4.00 |   +1%˄ | (run time too short) |
 | TPC-H 09 ||  1681.85 |  1650.72 |   -2%  ||     0.59 |     0.61 |   +2%  |               0.0146 |
+| TPC-H 10 ||   996.83 |   538.83 |  -46%˄ ||     1.00 |     1.86 |  +85%˄ | (run time too short) |
-| TPC-H 11 ||    59.15 |    63.53 |   +7%˄ ||    16.86 |    15.71 |   -7%˄ | (run time too short) |
 | TPC-H 12 ||   454.82 |   451.58 |   -1%˄ ||     2.20 |     2.21 |   +1%˄ | (run time too short) |
 | TPC-H 13 ||  2294.99 |  2198.25 |   -4%  ||     0.44 |     0.45 |   +4%  |               0.0000 |
 | TPC-H 14 ||   145.38 |   144.16 |   -1%˄ ||     6.87 |     6.93 |   +1%˄ | (run time too short) |
 | TPC-H 15 ||   146.55 |   141.74 |   -3%˄ ||     6.82 |     7.05 |   +3%˄ | (run time too short) |
 | TPC-H 16 ||   628.02 |   621.81 |   -1%˄ ||     1.59 |     1.61 |   +1%˄ | (run time too short) |
 | TPC-H 17 ||    77.15 |    77.33 |   +0%˄ ||    12.94 |    12.90 |   -0%˄ | (run time too short) |
+| TPC-H 18 ||  2570.65 |  2168.44 |  -16%  ||     0.39 |     0.46 |  +19%  |               0.0000 |
+| TPC-H 19 ||   131.82 |   124.58 |   -5%˄ ||     7.58 |     8.02 |   +6%˄ | (run time too short) |
 | TPC-H 20 ||   203.41 |   203.52 |   +0%˄ ||     4.91 |     4.91 |   -0%˄ | (run time too short) |
 | TPC-H 21 ||   862.13 |   866.75 |   +1%˄ ||     1.16 |     1.15 |   -1%˄ | (run time too short) |
 | TPC-H 22 ||   143.25 |   147.60 |   +3%˄ ||     6.97 |     6.77 |   -3%˄ | (run time too short) |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum      || 17317.92 | 16251.86 |   -6%  ||          |          |        |                      |
+| Geomean  ||          |          |        ||          |          |   +5%  |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                         |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, shuffled, 28 clients, 28 cores, SF 10.0

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +2%
Configuration Overview - click to expand
 +Configuration Overview---------+-----------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_43b228e1bc09ffbd5956577684cb99d0e060df1c_mt.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCH_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_mt.json |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                    | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                    |
 |  benchmark_mode               | Shuffled                                                                                                                          | Shuffled                                                                                                                          |
 |  build_type                   | release                                                                                                                           | release                                                                                                                           |
 |  chunk_indexes                | False                                                                                                                             | False                                                                                                                             |
 |  chunk_size                   | 65535                                                                                                                             | 65535                                                                                                                             |
 |  clients                      | 28                                                                                                                                | 28                                                                                                                                |
 |  clustering                   | None                                                                                                                              | None                                                                                                                              |
 |  compiler                     | clang 15.0.7                                                                                                                      | clang 15.0.7                                                                                                                      |
 |  cores                        | 28                                                                                                                                | 28                                                                                                                                |
 |  data_preparation_cores       | 0                                                                                                                                 | 0                                                                                                                                 |
 |  date                         | 2024-05-05 23:37:03                                                                                                               | 2024-05-06 03:15:50                                                                                                               |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                           | {'default': {'encoding': 'Dictionary'}}                                                                                           |
 |  max_duration                 | 1200000000000                                                                                                                     | 1200000000000                                                                                                                     |
 |  max_runs                     | -1                                                                                                                                | -1                                                                                                                                |
 |  scale_factor                 | 10.0                                                                                                                              | 10.0                                                                                                                              |
 |  time_unit                    | ns                                                                                                                                | ns                                                                                                                                |
 |  use_prepared_statements      | False                                                                                                                             | False                                                                                                                             |
 |  using_scheduler              | True                                                                                                                              | True                                                                                                                              |
 |  utilized_cores_per_numa_node | [0, 0, 0, 28]                                                                                                                     | [0, 0, 0, 28]                                                                                                                     |
 |  verify                       | False                                                                                                                             | False                                                                                                                             |
 |  warmup_duration              | 0                                                                                                                                 | 0                                                                                                                                 |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+---------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |          ||      old |      new |        ||      old |      new |        |         |
 +----------++----------+----------+--------++----------+----------+--------+---------+
 | TPC-H 01 ||  6050.40 |  6013.76 |   -1%  ||     0.58 |     0.58 |   +2%  |  0.6628 |
 | TPC-H 02 ||   348.73 |   357.92 |   +3%  ||     0.58 |     0.59 |   +2%  |  0.8886 |
+| TPC-H 03 ||  2329.40 |  2068.79 |  -11%  ||     0.58 |     0.58 |   +2%  |  0.0704 |
 | TPC-H 04 ||  1920.64 |  1981.10 |   +3%  ||     0.58 |     0.59 |   +1%  |  0.6729 |
 | TPC-H 05 ||  3164.51 |  3192.20 |   +1%  ||     0.58 |     0.59 |   +2%  |  0.8936 |
+| TPC-H 06 ||   651.69 |   614.51 |   -6%  ||     0.58 |     0.59 |   +2%  |  0.6667 |
 | TPC-H 07 ||  2538.50 |  2612.20 |   +3%  ||     0.58 |     0.58 |   +1%  |  0.6679 |
-| TPC-H 08 ||  1660.99 |  1987.32 |  +20%  ||     0.58 |     0.59 |   +2%  |  0.0272 |
 | TPC-H 09 ||  4629.78 |  4558.91 |   -2%  ||     0.57 |     0.58 |   +2%  |  0.6865 |
+| TPC-H 10 ||  3285.06 |  2485.86 |  -24%  ||     0.58 |     0.58 |   +2%  |  0.0000 |
-| TPC-H 11 ||   325.71 |   380.74 |  +17%  ||     0.58 |     0.59 |   +1%  |  0.2826 |
+| TPC-H 12 ||  2036.60 |  1925.33 |   -5%  ||     0.58 |     0.59 |   +1%  |  0.3939 |
 | TPC-H 13 ||  4754.28 |  4894.79 |   +3%  ||     0.58 |     0.58 |   +1%  |  0.3010 |
-| TPC-H 14 ||   745.95 |   861.27 |  +15%  ||     0.58 |     0.59 |   +2%  |  0.1479 |
 | TPC-H 15 ||   556.05 |   571.09 |   +3%  ||     0.58 |     0.59 |   +2%  |  0.8124 |
 | TPC-H 16 ||  1672.99 |  1699.92 |   +2%  ||     0.58 |     0.59 |   +2%  |  0.8083 |
 | TPC-H 17 ||   661.52 |   645.65 |   -2%  ||     0.58 |     0.59 |   +2%  |  0.8509 |
+| TPC-H 18 ||  3442.09 |  3249.03 |   -6%  ||     0.58 |     0.58 |   +2%  |  0.0270 |
+| TPC-H 19 ||   953.50 |   885.17 |   -7%  ||     0.58 |     0.59 |   +2%  |  0.5098 |
 | TPC-H 20 ||  1512.70 |  1523.03 |   +1%  ||     0.58 |     0.58 |   +1%  |  0.9369 |
 | TPC-H 21 ||  4091.52 |  4090.75 |   -0%  ||     0.58 |     0.58 |   +2%  |  0.9969 |
 | TPC-H 22 ||   922.30 |   936.45 |   +2%  ||     0.58 |     0.59 |   +2%  |  0.8981 |
 +----------++----------+----------+--------++----------+----------+--------+---------+
 | Sum      || 48254.91 | 47535.79 |   -1%  ||          |          |        |         |
 | Geomean  ||          |          |        ||          |          |   +2%  |         |
 +----------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCDS - single-threaded

Sum of avg. item runtimes: +6% || Geometric mean of throughput changes: -1%
Configuration Overview - click to expand
 +Configuration Overview---+------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_43b228e1bc09ffbd5956577684cb99d0e060df1c_st.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_st.json |
 +-------------------------+------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                     | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                     |
 |  benchmark_mode         | Ordered                                                                                                                            | Ordered                                                                                                                            |
 |  build_type             | release                                                                                                                            | release                                                                                                                            |
 |  chunk_indexes          | False                                                                                                                              | False                                                                                                                              |
 |  chunk_size             | 65535                                                                                                                              | 65535                                                                                                                              |
 |  clients                | 1                                                                                                                                  | 1                                                                                                                                  |
 |  compiler               | clang 15.0.7                                                                                                                       | clang 15.0.7                                                                                                                       |
 |  cores                  | 0                                                                                                                                  | 0                                                                                                                                  |
 |  data_preparation_cores | 0                                                                                                                                  | 0                                                                                                                                  |
 |  date                   | 2024-05-05 23:58:41                                                                                                                | 2024-05-06 03:37:30                                                                                                                |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                                            | {'default': {'encoding': 'Dictionary'}}                                                                                            |
 |  max_duration           | 60000000000                                                                                                                        | 60000000000                                                                                                                        |
 |  max_runs               | 50                                                                                                                                 | 50                                                                                                                                 |
 |  time_unit              | ns                                                                                                                                 | ns                                                                                                                                 |
 |  using_scheduler        | False                                                                                                                              | False                                                                                                                              |
 |  verify                 | False                                                                                                                              | False                                                                                                                              |
 |  warmup_duration        | 1000000000                                                                                                                         | 1000000000                                                                                                                         |
 +-------------------------+------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | 01      ||   235.54 |   245.37 |   +4%˄ ||     4.25 |     4.08 |   -4%˄ | (run time too short) |
 | 03      ||    80.92 |    80.37 |   -1%˄ ||    12.36 |    12.44 |   +1%˄ | (run time too short) |
 | 06      ||   198.51 |   198.06 |   -0%˄ ||     5.04 |     5.05 |   +0%˄ | (run time too short) |
 | 07      ||   318.12 |   323.51 |   +2%˄ ||     3.14 |     3.09 |   -2%˄ | (run time too short) |
 | 09      ||   683.46 |   681.75 |   -0%˄ ||     1.46 |     1.47 |   +0%˄ | (run time too short) |
 | 10      ||   173.02 |   168.37 |   -3%˄ ||     5.78 |     5.94 |   +3%˄ | (run time too short) |
 | 13      ||   531.99 |   516.72 |   -3%˄ ||     1.88 |     1.94 |   +3%˄ | (run time too short) |
 | 15      ||   113.99 |   114.52 |   +0%˄ ||     8.77 |     8.73 |   -0%˄ | (run time too short) |
 | 16      ||    82.76 |    82.17 |   -1%˄ ||    12.08 |    12.17 |   +1%˄ | (run time too short) |
 | 17      ||   342.89 |   339.55 |   -1%˄ ||     2.92 |     2.94 |   +1%˄ | (run time too short) |
 | 19      ||   120.23 |   120.09 |   -0%˄ ||     8.32 |     8.33 |   +0%˄ | (run time too short) |
 | 25      ||   198.39 |   197.27 |   -1%˄ ||     5.04 |     5.07 |   +1%˄ | (run time too short) |
 | 26      ||   146.14 |   143.65 |   -2%˄ ||     6.84 |     6.96 |   +2%˄ | (run time too short) |
 | 28      ||   595.66 |   601.26 |   +1%˄ ||     1.68 |     1.66 |   -1%˄ | (run time too short) |
 | 29      ||   492.14 |   502.30 |   +2%˄ ||     2.03 |     1.99 |   -2%˄ | (run time too short) |
 | 31      ||  1350.73 |  1355.55 |   +0%  ||     0.74 |     0.74 |   -0%  |               0.1508 |
 | 32      ||    41.39 |    42.07 |   +2%˄ ||    24.16 |    23.77 |   -2%˄ | (run time too short) |
 | 34      ||   178.68 |   180.43 |   +1%˄ ||     5.60 |     5.54 |   -1%˄ | (run time too short) |
 | 35      ||   639.57 |   639.00 |   -0%˄ ||     1.56 |     1.56 |   +0%˄ | (run time too short) |
 | 37      ||   539.05 |   561.38 |   +4%˄ ||     1.86 |     1.78 |   -4%˄ | (run time too short) |
 | 39a     ||  1778.41 |  1728.31 |   -3%  ||     0.56 |     0.58 |   +3%  |               0.0000 |
 | 39b     ||  1782.31 |  1732.82 |   -3%  ||     0.56 |     0.58 |   +3%  |               0.0000 |
-| 41      ||   281.73 |   295.00 |   +5%˄ ||     3.55 |     3.39 |   -4%˄ | (run time too short) |
 | 42      ||   101.87 |   103.55 |   +2%˄ ||     9.82 |     9.66 |   -2%˄ | (run time too short) |
 | 43      ||   992.09 |   980.48 |   -1%˄ ||     1.01 |     1.02 |   +1%˄ | (run time too short) |
 | 45      ||   120.23 |   120.30 |   +0%˄ ||     8.32 |     8.31 |   -0%˄ | (run time too short) |
 | 48      ||  1043.64 |  1033.68 |   -1%˄ ||     0.96 |     0.97 |   +1%˄ | (run time too short) |
 | 50      ||   136.86 |   136.12 |   -1%˄ ||     7.31 |     7.35 |   +1%˄ | (run time too short) |
 | 52      ||   100.28 |    98.42 |   -2%˄ ||     9.97 |    10.16 |   +2%˄ | (run time too short) |
 | 55      ||    96.78 |    95.52 |   -1%˄ ||    10.33 |    10.47 |   +1%˄ | (run time too short) |
 | 62      ||   543.94 |   561.81 |   +3%˄ ||     1.84 |     1.78 |   -3%˄ | (run time too short) |
-| 65      ||  1651.14 |  1778.92 |   +8%  ||     0.61 |     0.56 |   -7%  |               0.0000 |
 | 69      ||   174.91 |   171.91 |   -2%˄ ||     5.72 |     5.82 |   +2%˄ | (run time too short) |
 | 73      ||    98.77 |    95.37 |   -3%˄ ||    10.12 |    10.48 |   +4%˄ | (run time too short) |
 | 79      ||   489.85 |   488.46 |   -0%˄ ||     2.04 |     2.05 |   +0%˄ | (run time too short) |
 | 81      ||   152.34 |   152.49 |   +0%˄ ||     6.56 |     6.56 |   -0%˄ | (run time too short) |
 | 82      ||   628.15 |   619.75 |   -1%˄ ||     1.59 |     1.61 |   +1%˄ | (run time too short) |
+| 83      ||    37.70 |    35.89 |   -5%˄ ||    26.52 |    27.86 |   +5%˄ | (run time too short) |
 | 84      ||    13.16 |    13.18 |   +0%˄ ||    75.99 |    75.89 |   -0%˄ | (run time too short) |
 | 85      ||   157.67 |   157.80 |   +0%˄ ||     6.34 |     6.34 |   -0%˄ | (run time too short) |
 | 88      ||   783.94 |   776.46 |   -1%˄ ||     1.28 |     1.29 |   +1%˄ | (run time too short) |
 | 91      ||    14.80 |    14.42 |   -3%˄ ||    67.58 |    69.34 |   +3%˄ | (run time too short) |
 | 92      ||    29.92 |    30.14 |   +1%˄ ||    33.42 |    33.18 |   -1%˄ | (run time too short) |
 | 93      ||  3847.05 |  3790.97 |   -1%  ||     0.26 |     0.26 |   +1%  |               0.0000 |
 | 94      ||    47.52 |    47.10 |   -1%˄ ||    21.04 |    21.23 |   +1%˄ | (run time too short) |
 | 95      ||  4832.40 |  5043.25 |   +4%  ||     0.21 |     0.20 |   -4%  |               0.1194 |
 | 96      ||    81.44 |    79.49 |   -2%˄ ||    12.28 |    12.58 |   +2%˄ | (run time too short) |
-| 97      ||  2759.20 |  4272.43 |  +55%  ||     0.36 |     0.23 |  -35%  |               0.0000 |
 | 99      ||  1042.00 |  1067.61 |   +2%˄ ||     0.96 |     0.94 |   -2%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
-| Sum     || 30883.26 | 32615.05 |   +6%  ||          |          |        |                      |
 | Geomean ||          |          |        ||          |          |   -1%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCDS - multi-threaded, ordered, 1 client, 28 cores

Sum of avg. item runtimes: -4% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_43b228e1bc09ffbd5956577684cb99d0e060df1c_mt_ordered.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_mt_ordered.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                             | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                             |
 |  benchmark_mode               | Ordered                                                                                                                                    | Ordered                                                                                                                                    |
 |  build_type                   | release                                                                                                                                    | release                                                                                                                                    |
 |  chunk_indexes                | False                                                                                                                                      | False                                                                                                                                      |
 |  chunk_size                   | 65535                                                                                                                                      | 65535                                                                                                                                      |
 |  clients                      | 1                                                                                                                                          | 1                                                                                                                                          |
 |  compiler                     | clang 15.0.7                                                                                                                               | clang 15.0.7                                                                                                                               |
 |  cores                        | 28                                                                                                                                         | 28                                                                                                                                         |
 |  data_preparation_cores       | 0                                                                                                                                          | 0                                                                                                                                          |
 |  date                         | 2024-05-06 00:18:01                                                                                                                        | 2024-05-06 03:56:53                                                                                                                        |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                    | {'default': {'encoding': 'Dictionary'}}                                                                                                    |
 |  max_duration                 | 60000000000                                                                                                                                | 60000000000                                                                                                                                |
 |  max_runs                     | 50                                                                                                                                         | 50                                                                                                                                         |
 |  time_unit                    | ns                                                                                                                                         | ns                                                                                                                                         |
 |  using_scheduler              | True                                                                                                                                       | True                                                                                                                                       |
 |  utilized_cores_per_numa_node | [0, 0, 0, 28]                                                                                                                              | [0, 0, 0, 28]                                                                                                                              |
 |  verify                       | False                                                                                                                                      | False                                                                                                                                      |
 |  warmup_duration              | 1000000000                                                                                                                                 | 1000000000                                                                                                                                 |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
-| 01      ||   210.37 |   228.83 |   +9%˄ ||     4.75 |     4.37 |   -8%˄ | (run time too short) |
 | 03      ||    39.64 |    40.64 |   +3%˄ ||    25.13 |    24.50 |   -3%˄ | (run time too short) |
 | 06      ||   194.94 |   194.38 |   -0%˄ ||     5.13 |     5.14 |   +0%˄ | (run time too short) |
 | 07      ||   175.01 |   178.33 |   +2%˄ ||     5.71 |     5.60 |   -2%˄ | (run time too short) |
 | 09      ||   100.57 |   101.06 |   +0%˄ ||     9.93 |     9.88 |   -0%˄ | (run time too short) |
 | 10      ||    48.68 |    48.65 |   -0%˄ ||    20.50 |    20.51 |   +0%˄ | (run time too short) |
 | 13      ||   258.25 |   257.97 |   -0%˄ ||     3.87 |     3.87 |   +0%˄ | (run time too short) |
 | 15      ||    69.91 |    69.64 |   -0%˄ ||    14.27 |    14.32 |   +0%˄ | (run time too short) |
 | 16      ||    44.34 |    44.88 |   +1%˄ ||    22.50 |    22.24 |   -1%˄ | (run time too short) |
 | 17      ||   149.56 |   147.98 |   -1%˄ ||     6.68 |     6.75 |   +1%˄ | (run time too short) |
 | 19      ||    71.26 |    71.36 |   +0%˄ ||    14.00 |    13.99 |   -0%˄ | (run time too short) |
 | 25      ||   113.14 |   113.53 |   +0%˄ ||     8.83 |     8.80 |   -0%˄ | (run time too short) |
 | 26      ||    93.27 |    94.30 |   +1%˄ ||    10.70 |    10.59 |   -1%˄ | (run time too short) |
 | 28      ||    89.42 |    91.39 |   +2%˄ ||    11.17 |    10.93 |   -2%˄ | (run time too short) |
 | 29      ||   400.67 |   398.43 |   -1%˄ ||     2.50 |     2.51 |   +1%˄ | (run time too short) |
 | 31      ||   460.83 |   461.63 |   +0%˄ ||     2.17 |     2.17 |   -0%˄ | (run time too short) |
 | 32      ||    38.50 |    37.23 |   -3%˄ ||    25.87 |    26.76 |   +3%˄ | (run time too short) |
 | 34      ||    98.55 |    94.50 |   -4%˄ ||    10.13 |    10.57 |   +4%˄ | (run time too short) |
 | 35      ||   375.20 |   370.40 |   -1%˄ ||     2.66 |     2.70 |   +1%˄ | (run time too short) |
 | 37      ||   157.30 |   156.38 |   -1%˄ ||     6.35 |     6.39 |   +1%˄ | (run time too short) |
+| 39a     ||   828.14 |   773.93 |   -7%˄ ||     1.21 |     1.29 |   +7%˄ | (run time too short) |
+| 39b     ||   761.97 |   722.54 |   -5%˄ ||     1.31 |     1.38 |   +5%˄ | (run time too short) |
-| 41      ||   336.86 |   361.00 |   +7%˄ ||     2.97 |     2.77 |   -7%˄ | (run time too short) |
 | 42      ||    57.25 |    57.08 |   -0%˄ ||    17.42 |    17.47 |   +0%˄ | (run time too short) |
 | 43      ||   427.25 |   429.19 |   +0%˄ ||     2.34 |     2.33 |   -0%˄ | (run time too short) |
 | 45      ||    56.34 |    56.48 |   +0%˄ ||    17.71 |    17.66 |   -0%˄ | (run time too short) |
 | 48      ||   441.60 |   446.02 |   +1%˄ ||     2.26 |     2.24 |   -1%˄ | (run time too short) |
 | 50      ||   105.66 |   105.37 |   -0%˄ ||     9.45 |     9.47 |   +0%˄ | (run time too short) |
 | 52      ||    58.42 |    58.40 |   -0%˄ ||    17.07 |    17.08 |   +0%˄ | (run time too short) |
 | 55      ||    53.11 |    54.27 |   +2%˄ ||    18.77 |    18.37 |   -2%˄ | (run time too short) |
 | 62      ||   308.03 |   311.78 |   +1%˄ ||     3.24 |     3.21 |   -1%˄ | (run time too short) |
+| 65      ||  1722.86 |  1478.03 |  -14%  ||     0.58 |     0.68 |  +17%  |               0.0000 |
 | 69      ||    77.38 |    77.24 |   -0%˄ ||    12.90 |    12.92 |   +0%˄ | (run time too short) |
 | 73      ||    63.02 |    61.11 |   -3%˄ ||    15.84 |    16.33 |   +3%˄ | (run time too short) |
 | 79      ||   435.71 |   430.70 |   -1%˄ ||     2.29 |     2.32 |   +1%˄ | (run time too short) |
 | 81      ||   190.35 |   191.78 |   +1%˄ ||     5.25 |     5.21 |   -1%˄ | (run time too short) |
 | 82      ||   188.07 |   191.03 |   +2%˄ ||     5.31 |     5.23 |   -2%˄ | (run time too short) |
 | 83      ||    45.65 |    46.43 |   +2%˄ ||    21.83 |    21.47 |   -2%˄ | (run time too short) |
 | 84      ||    16.10 |    16.65 |   +3%˄ ||    61.64 |    59.47 |   -4%˄ | (run time too short) |
 | 85      ||    63.91 |    64.77 |   +1%˄ ||    15.61 |    15.40 |   -1%˄ | (run time too short) |
 | 88      ||    79.54 |    82.91 |   +4%˄ ||    12.56 |    12.05 |   -4%˄ | (run time too short) |
-| 91      ||    19.44 |    20.49 |   +5%˄ ||    51.16 |    48.49 |   -5%˄ | (run time too short) |
 | 92      ||    35.94 |    37.33 |   +4%˄ ||    27.73 |    26.68 |   -4%˄ | (run time too short) |
 | 93      ||   631.43 |   623.35 |   -1%˄ ||     1.58 |     1.60 |   +1%˄ | (run time too short) |
+| 94      ||    43.18 |    41.32 |   -4%˄ ||    23.08 |    24.12 |   +5%˄ | (run time too short) |
 | 95      ||   656.07 |   654.57 |   -0%˄ ||     1.52 |     1.53 |   +0%˄ | (run time too short) |
 | 96      ||    54.52 |    53.25 |   -2%˄ ||    18.31 |    18.75 |   +2%˄ | (run time too short) |
+| 97      ||  1682.20 |  1502.70 |  -11%  ||     0.59 |     0.67 |  +12%  |               0.0000 |
 | 99      ||   597.86 |   599.61 |   +0%˄ ||     1.67 |     1.67 |   -0%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum     || 13227.27 | 12750.85 |   -4%  ||          |          |        |                      |
 | Geomean ||          |          |        ||          |          |   +0%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCDS - multi-threaded, shuffled, 28 clients, 28 cores

Sum of avg. item runtimes: +3% || Geometric mean of throughput changes: -3%
Configuration Overview - click to expand
 +Configuration Overview---------+------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_43b228e1bc09ffbd5956577684cb99d0e060df1c_mt.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCDS_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_mt.json |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                     | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                     |
 |  benchmark_mode               | Shuffled                                                                                                                           | Shuffled                                                                                                                           |
 |  build_type                   | release                                                                                                                            | release                                                                                                                            |
 |  chunk_indexes                | False                                                                                                                              | False                                                                                                                              |
 |  chunk_size                   | 65535                                                                                                                              | 65535                                                                                                                              |
 |  clients                      | 28                                                                                                                                 | 28                                                                                                                                 |
 |  compiler                     | clang 15.0.7                                                                                                                       | clang 15.0.7                                                                                                                       |
 |  cores                        | 28                                                                                                                                 | 28                                                                                                                                 |
 |  data_preparation_cores       | 0                                                                                                                                  | 0                                                                                                                                  |
 |  date                         | 2024-05-06 00:29:57                                                                                                                | 2024-05-06 04:08:45                                                                                                                |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                            | {'default': {'encoding': 'Dictionary'}}                                                                                            |
 |  max_duration                 | 1200000000000                                                                                                                      | 1200000000000                                                                                                                      |
 |  max_runs                     | -1                                                                                                                                 | -1                                                                                                                                 |
 |  time_unit                    | ns                                                                                                                                 | ns                                                                                                                                 |
 |  using_scheduler              | True                                                                                                                               | True                                                                                                                               |
 |  utilized_cores_per_numa_node | [0, 0, 0, 28]                                                                                                                      | [0, 0, 0, 28]                                                                                                                      |
 |  verify                       | False                                                                                                                              | False                                                                                                                              |
 |  warmup_duration              | 0                                                                                                                                  | 0                                                                                                                                  |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
-| 01      ||   584.81 |   648.45 |  +11%  ||     0.58 |     0.57 |   -3%  |  0.2713 |
-| 03      ||   225.94 |   296.51 |  +31%  ||     0.59 |     0.57 |   -3%  |  0.0608 |
 | 06      ||   719.51 |   749.53 |   +4%  ||     0.58 |     0.57 |   -3%  |  0.6372 |
-| 07      ||   778.38 |   818.67 |   +5%  ||     0.58 |     0.57 |   -3%  |  0.5185 |
 | 09      ||   645.69 |   634.89 |   -2%  ||     0.59 |     0.57 |   -3%  |  0.8445 |
-| 10      ||   590.07 |   663.18 |  +12%  ||     0.58 |     0.57 |   -3%  |  0.2425 |
+| 13      ||  1487.21 |  1344.15 |  -10%  ||     0.58 |     0.57 |   -3%  |  0.0967 |
 | 15      ||   386.73 |   372.44 |   -4%  ||     0.59 |     0.57 |   -3%  |  0.7347 |
+| 16      ||   400.71 |   362.07 |  -10%  ||     0.58 |     0.57 |   -3%  |  0.3637 |
-| 17      ||   967.33 |  1058.45 |   +9%  ||     0.58 |     0.57 |   -3%  |  0.2393 |
+| 19      ||   608.50 |   532.14 |  -13%  ||     0.58 |     0.57 |   -3%  |  0.1918 |
 | 25      ||   821.81 |   841.11 |   +2%  ||     0.58 |     0.57 |   -3%  |  0.7746 |
 | 26      ||   426.18 |   407.00 |   -4%  ||     0.58 |     0.57 |   -3%  |  0.6734 |
-| 28      ||  1116.10 |  1197.30 |   +7%  ||     0.58 |     0.57 |   -3%  |  0.3716 |
-| 29      ||  1258.32 |  1363.73 |   +8%  ||     0.58 |     0.57 |   -3%  |  0.2046 |
 | 31      ||  1998.58 |  2013.25 |   +1%  ||     0.59 |     0.57 |   -3%  |  0.8886 |
+| 32      ||   194.06 |   171.64 |  -12%  ||     0.58 |     0.57 |   -3%  |  0.4719 |
+| 34      ||   714.62 |   638.48 |  -11%  ||     0.58 |     0.57 |   -3%  |  0.2217 |
 | 35      ||  1608.52 |  1591.21 |   -1%  ||     0.59 |     0.57 |   -3%  |  0.8367 |
-| 37      ||   691.13 |   768.33 |  +11%  ||     0.58 |     0.57 |   -3%  |  0.1400 |
-| 39a     ||  2055.17 |  2187.26 |   +6%  ||     0.58 |     0.57 |   -3%  |  0.1088 |
-| 39b     ||  2066.44 |  2175.64 |   +5%  ||     0.58 |     0.57 |   -3%  |  0.1755 |
-| 41      ||  1566.47 |  1895.97 |  +21%  ||     0.58 |     0.57 |   -3%  |  0.0005 |
-| 42      ||   350.64 |   405.44 |  +16%  ||     0.59 |     0.57 |   -3%  |  0.1628 |
-| 43      ||  1362.74 |  1459.53 |   +7%  ||     0.58 |     0.57 |   -3%  |  0.1985 |
-| 45      ||   586.50 |   621.30 |   +6%  ||     0.58 |     0.57 |   -3%  |  0.5623 |
 | 48      ||  2011.96 |  2089.34 |   +4%  ||     0.58 |     0.57 |   -3%  |  0.4649 |
+| 50      ||   891.67 |   842.28 |   -6%  ||     0.58 |     0.57 |   -3%  |  0.4887 |
+| 52      ||   430.09 |   391.00 |   -9%  ||     0.58 |     0.57 |   -3%  |  0.3795 |
-| 55      ||   334.54 |   381.13 |  +14%  ||     0.58 |     0.57 |   -3%  |  0.2423 |
-| 62      ||   785.76 |   916.39 |  +17%  ||     0.58 |     0.57 |   -3%  |  0.0059 |
 | 65      ||  3178.25 |  3093.83 |   -3%  ||     0.58 |     0.57 |   -3%  |  0.0989 |
-| 69      ||   714.92 |   898.08 |  +26%  ||     0.58 |     0.57 |   -3%  |  0.0117 |
+| 73      ||   482.27 |   459.42 |   -5%  ||     0.58 |     0.57 |   -3%  |  0.6717 |
 | 79      ||  1228.11 |  1228.73 |   +0%  ||     0.59 |     0.57 |   -3%  |  0.9921 |
-| 81      ||   457.71 |   542.28 |  +18%  ||     0.58 |     0.57 |   -3%  |  0.0610 |
 | 82      ||   848.17 |   850.48 |   +0%  ||     0.58 |     0.57 |   -3%  |  0.9710 |
-| 83      ||   255.71 |   305.87 |  +20%  ||     0.59 |     0.57 |   -3%  |  0.1797 |
-| 84      ||    96.28 |   120.01 |  +25%  ||     0.59 |     0.57 |   -3%  |  0.2503 |
 | 85      ||   756.52 |   750.90 |   -1%  ||     0.58 |     0.57 |   -3%  |  0.9438 |
 | 88      ||  1837.70 |  1877.88 |   +2%  ||     0.58 |     0.57 |   -3%  |  0.7228 |
-| 91      ||   180.07 |   190.37 |   +6%  ||     0.58 |     0.57 |   -3%  |  0.7500 |
-| 92      ||   238.62 |   251.33 |   +5%  ||     0.58 |     0.57 |   -3%  |  0.7133 |
 | 93      ||  1665.36 |  1602.67 |   -4%  ||     0.58 |     0.57 |   -3%  |  0.3806 |
-| 94      ||   335.83 |   359.66 |   +7%  ||     0.58 |     0.57 |   -3%  |  0.5945 |
 | 95      ||  1833.48 |  1807.25 |   -1%  ||     0.58 |     0.57 |   -3%  |  0.7471 |
+| 96      ||   421.38 |   303.49 |  -28%  ||     0.59 |     0.57 |   -3%  |  0.0100 |
 | 97      ||  3370.84 |  3463.70 |   +3%  ||     0.58 |     0.57 |   -3%  |  0.2895 |
 | 99      ||  1179.40 |  1197.26 |   +2%  ||     0.58 |     0.57 |   -3%  |  0.7445 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     || 47746.79 | 49141.05 |   +3%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   -3%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - single-threaded

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: -0%
Configuration Overview - click to expand
 +Configuration Overview---+-----------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_43b228e1bc09ffbd5956577684cb99d0e060df1c_st.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_st.json |
 +-------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                    | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                    |
 |  benchmark_mode         | Shuffled                                                                                                                          | Shuffled                                                                                                                          |
 |  build_type             | release                                                                                                                           | release                                                                                                                           |
 |  chunk_indexes          | False                                                                                                                             | False                                                                                                                             |
 |  chunk_size             | 65535                                                                                                                             | 65535                                                                                                                             |
 |  clients                | 1                                                                                                                                 | 1                                                                                                                                 |
 |  compiler               | clang 15.0.7                                                                                                                      | clang 15.0.7                                                                                                                      |
 |  cores                  | 0                                                                                                                                 | 0                                                                                                                                 |
 |  data_preparation_cores | 0                                                                                                                                 | 0                                                                                                                                 |
 |  date                   | 2024-05-06 00:50:20                                                                                                               | 2024-05-06 04:29:07                                                                                                               |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                                           | {'default': {'encoding': 'Dictionary'}}                                                                                           |
 |  max_duration           | 60000000000                                                                                                                       | 60000000000                                                                                                                       |
 |  max_runs               | -1                                                                                                                                | -1                                                                                                                                |
 |  scale_factor           | 10                                                                                                                                | 10                                                                                                                                |
 |  time_unit              | ns                                                                                                                                | ns                                                                                                                                |
 |  using_scheduler        | False                                                                                                                             | False                                                                                                                             |
 |  verify                 | False                                                                                                                             | False                                                                                                                             |
 |  warmup_duration        | 0                                                                                                                                 | 0                                                                                                                                 |
 +-------------------------+-----------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |              ||      old |     new |        ||      old |      new |        |                      |
 +--------------++----------+---------+--------++----------+----------+--------+----------------------+
+| Delivery     ||    57.42 |   57.11 |   -1%  ||     1.78 |     2.10 |  +18%  |               0.2594 |
 | New-Order    ||    42.14 |   41.34 |   -2%  ||    17.91 |    18.13 |   +1%  |               0.1415 |
-| Order-Status ||     1.90 |    1.90 |   -0%  ||     1.70 |     1.50 |  -12%  | (run time too short) |
-| Payment      ||     7.27 |    7.25 |   -0%  ||    18.35 |    16.78 |   -9%  |               0.6491 |
 | Stock-Level  ||     3.46 |    3.40 |   -2%  ||     1.53 |     1.58 |   +3%  | (run time too short) |
 +--------------++----------+---------+--------++----------+----------+--------+----------------------+
 | Sum          ||   112.19 |  110.99 |   -1%  ||          |          |        |                      |
 | Geomean      ||          |         |        ||          |          |   -0%  |                      |
 +--------------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 28 clients, 10 warehouses, 28 cores (high contention)

Sum of avg. item runtimes: -2% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---------+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_43b228e1bc09ffbd5956577684cb99d0e060df1c_mt_highcont.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_mt_highcont.json |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                             | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                             |
 |  benchmark_mode               | Shuffled                                                                                                                                   | Shuffled                                                                                                                                   |
 |  build_type                   | release                                                                                                                                    | release                                                                                                                                    |
 |  chunk_indexes                | False                                                                                                                                      | False                                                                                                                                      |
 |  chunk_size                   | 65535                                                                                                                                      | 65535                                                                                                                                      |
 |  clients                      | 28                                                                                                                                         | 28                                                                                                                                         |
 |  compiler                     | clang 15.0.7                                                                                                                               | clang 15.0.7                                                                                                                               |
 |  cores                        | 28                                                                                                                                         | 28                                                                                                                                         |
 |  data_preparation_cores       | 0                                                                                                                                          | 0                                                                                                                                          |
 |  date                         | 2024-05-06 00:51:27                                                                                                                        | 2024-05-06 04:30:14                                                                                                                        |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                    | {'default': {'encoding': 'Dictionary'}}                                                                                                    |
 |  max_duration                 | 600000000000                                                                                                                               | 600000000000                                                                                                                               |
 |  max_runs                     | -1                                                                                                                                         | -1                                                                                                                                         |
 |  scale_factor                 | 10                                                                                                                                         | 10                                                                                                                                         |
 |  time_unit                    | ns                                                                                                                                         | ns                                                                                                                                         |
 |  using_scheduler              | True                                                                                                                                       | True                                                                                                                                       |
 |  utilized_cores_per_numa_node | [0, 0, 0, 28]                                                                                                                              | [0, 0, 0, 28]                                                                                                                              |
 |  verify                       | False                                                                                                                                      | False                                                                                                                                      |
 |  warmup_duration              | 0                                                                                                                                          | 0                                                                                                                                          |
 +-------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Delivery     ||   125.54 |  123.22 |   -2%  ||    23.38 |    23.71 |   +1%  |  0.0002 |
 |    unsucc.:  ||     2.10 |    1.55 |  -26%  ||     9.03 |     9.41 |   +4%  |         |
 | New-Order    ||    75.35 |   74.32 |   -1%  ||   274.65 |   278.25 |   +1%  |  0.0000 |
 |    unsucc.:  ||     6.42 |    6.47 |   +1%  ||    90.43 |    93.19 |   +3%  |         |
 | Order-Status ||     6.19 |    6.07 |   -2%  ||    32.45 |    33.01 |   +2%  |  0.3980 |
 | Payment      ||    14.20 |   14.02 |   -1%  ||   194.86 |   198.65 |   +2%  |  0.0015 |
 |    unsucc.:  ||     2.92 |    2.83 |   -3%  ||   153.14 |   156.72 |   +2%  |         |
 | Stock-Level  ||    10.15 |    9.89 |   -3%  ||    32.87 |    33.06 |   +1%  |  0.2191 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Sum          ||   231.42 |  227.53 |   -2%  ||          |          |        |         |
 | Geomean      ||          |         |        ||          |          |   +1%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 10 clients, 10 warehouses, 28 cores (low contention)

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---------+-------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_43b228e1bc09ffbd5956577684cb99d0e060df1c_mt_lowcont.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkTPCC_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_mt_lowcont.json |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                            | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                            |
 |  benchmark_mode               | Shuffled                                                                                                                                  | Shuffled                                                                                                                                  |
 |  build_type                   | release                                                                                                                                   | release                                                                                                                                   |
 |  chunk_indexes                | False                                                                                                                                     | False                                                                                                                                     |
 |  chunk_size                   | 65535                                                                                                                                     | 65535                                                                                                                                     |
 |  clients                      | 10                                                                                                                                        | 10                                                                                                                                        |
 |  compiler                     | clang 15.0.7                                                                                                                              | clang 15.0.7                                                                                                                              |
 |  cores                        | 28                                                                                                                                        | 28                                                                                                                                        |
 |  data_preparation_cores       | 0                                                                                                                                         | 0                                                                                                                                         |
 |  date                         | 2024-05-06 01:01:36                                                                                                                       | 2024-05-06 04:40:23                                                                                                                       |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                   | {'default': {'encoding': 'Dictionary'}}                                                                                                   |
 |  max_duration                 | 600000000000                                                                                                                              | 600000000000                                                                                                                              |
 |  max_runs                     | -1                                                                                                                                        | -1                                                                                                                                        |
 |  scale_factor                 | 10                                                                                                                                        | 10                                                                                                                                        |
 |  time_unit                    | ns                                                                                                                                        | ns                                                                                                                                        |
 |  using_scheduler              | True                                                                                                                                      | True                                                                                                                                      |
 |  utilized_cores_per_numa_node | [0, 0, 0, 28]                                                                                                                             | [0, 0, 0, 28]                                                                                                                             |
 |  verify                       | False                                                                                                                                     | False                                                                                                                                     |
 |  warmup_duration              | 0                                                                                                                                         | 0                                                                                                                                         |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Delivery     ||    91.47 |   90.85 |   -1%  ||     9.62 |     9.58 |   -0%  |  0.0000 |
 |    unsucc.:  ||     0.98 |    0.88 |  -10%  ||     0.86 |     0.89 |   +3%  |         |
 | New-Order    ||    65.99 |   64.47 |   -2%  ||   107.65 |   109.68 |   +2%  |  0.0000 |
 |    unsucc.:  ||     3.97 |    4.46 |  +12%  ||    10.68 |    10.86 |   +2%  |         |
 | Order-Status ||     6.81 |    6.83 |   +0%  ||    10.33 |    10.64 |   +3%  |  0.6690 |
 | Payment      ||    19.81 |   19.77 |   -0%  ||    87.55 |    89.59 |   +2%  |  0.2405 |
 |    unsucc.:  ||     2.29 |    2.27 |   -1%  ||    25.10 |    25.52 |   +2%  |         |
 | Stock-Level  ||     9.64 |    9.43 |   -2%  ||    10.57 |    10.48 |   -1%  |  0.0001 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Sum          ||   193.72 |  191.35 |   -1%  ||          |          |        |         |
 | Geomean      ||          |         |        ||          |          |   +1%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkJoinOrder - single-threaded

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: -0%
Configuration Overview - click to expand
 +Configuration Overview---+----------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_43b228e1bc09ffbd5956577684cb99d0e060df1c_st.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_st.json |
 +-------------------------+----------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                         | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                         |
 |  benchmark_mode         | Ordered                                                                                                                                | Ordered                                                                                                                                |
 |  build_type             | release                                                                                                                                | release                                                                                                                                |
 |  chunk_indexes          | False                                                                                                                                  | False                                                                                                                                  |
 |  chunk_size             | 65535                                                                                                                                  | 65535                                                                                                                                  |
 |  clients                | 1                                                                                                                                      | 1                                                                                                                                      |
 |  compiler               | clang 15.0.7                                                                                                                           | clang 15.0.7                                                                                                                           |
 |  cores                  | 0                                                                                                                                      | 0                                                                                                                                      |
 |  data_preparation_cores | 0                                                                                                                                      | 0                                                                                                                                      |
 |  date                   | 2024-05-06 01:11:44                                                                                                                    | 2024-05-06 04:50:31                                                                                                                    |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                                                | {'default': {'encoding': 'Dictionary'}}                                                                                                |
 |  max_duration           | 60000000000                                                                                                                            | 60000000000                                                                                                                            |
 |  max_runs               | 50                                                                                                                                     | 50                                                                                                                                     |
 |  time_unit              | ns                                                                                                                                     | ns                                                                                                                                     |
 |  using_scheduler        | False                                                                                                                                  | False                                                                                                                                  |
 |  verify                 | False                                                                                                                                  | False                                                                                                                                  |
 |  warmup_duration        | 1000000000                                                                                                                             | 1000000000                                                                                                                             |
 +-------------------------+----------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | 10a     ||   110.59 |   109.52 |   -1%˄ ||     9.04 |     9.13 |   +1%˄ | (run time too short) |
+| 10b     ||    70.43 |    66.78 |   -5%˄ ||    14.20 |    14.97 |   +5%˄ | (run time too short) |
 | 10c     ||   336.68 |   340.38 |   +1%˄ ||     2.97 |     2.94 |   -1%˄ | (run time too short) |
 | 11a     ||    94.31 |    95.27 |   +1%˄ ||    10.60 |    10.50 |   -1%˄ | (run time too short) |
 | 11b     ||    90.58 |    90.70 |   +0%˄ ||    11.04 |    11.03 |   -0%˄ | (run time too short) |
 | 11c     ||    25.30 |    25.12 |   -1%˄ ||    39.52 |    39.81 |   +1%˄ | (run time too short) |
 | 11d     ||    27.36 |    27.17 |   -1%˄ ||    36.55 |    36.81 |   +1%˄ | (run time too short) |
 | 12a     ||    29.29 |    29.06 |   -1%˄ ||    34.13 |    34.41 |   +1%˄ | (run time too short) |
 | 12b     ||    40.23 |    39.98 |   -1%˄ ||    24.85 |    25.01 |   +1%˄ | (run time too short) |
 | 12c     ||    62.83 |    62.42 |   -1%˄ ||    15.91 |    16.02 |   +1%˄ | (run time too short) |
 | 13a     ||   192.83 |   193.05 |   +0%˄ ||     5.19 |     5.18 |   -0%˄ | (run time too short) |
 | 13b     ||   232.66 |   234.84 |   +1%˄ ||     4.30 |     4.26 |   -1%˄ | (run time too short) |
 | 13c     ||   196.65 |   199.26 |   +1%˄ ||     5.09 |     5.02 |   -1%˄ | (run time too short) |
 | 13d     ||   500.78 |   501.95 |   +0%˄ ||     2.00 |     1.99 |   -0%˄ | (run time too short) |
 | 14a     ||    98.89 |    99.56 |   +1%˄ ||    10.11 |    10.04 |   -1%˄ | (run time too short) |
 | 14b     ||   113.37 |   112.83 |   -0%˄ ||     8.82 |     8.86 |   +0%˄ | (run time too short) |
 | 14c     ||   208.98 |   207.59 |   -1%˄ ||     4.79 |     4.82 |   +1%˄ | (run time too short) |
 | 15a     ||    55.38 |    55.14 |   -0%˄ ||    18.06 |    18.13 |   +0%˄ | (run time too short) |
 | 15b     ||    55.72 |    55.66 |   -0%˄ ||    17.95 |    17.97 |   +0%˄ | (run time too short) |
 | 15c     ||    46.66 |    46.61 |   -0%˄ ||    21.43 |    21.45 |   +0%˄ | (run time too short) |
 | 15d     ||    44.07 |    44.05 |   -0%˄ ||    22.69 |    22.70 |   +0%˄ | (run time too short) |
 | 16a     ||  1335.71 |  1321.84 |   -1%  ||     0.75 |     0.76 |   +1%  |               0.0375 |
 | 16b     ||  2500.17 |  2403.70 |   -4%  ||     0.40 |     0.42 |   +4%  |               0.0000 |
+| 16c     ||  1541.29 |  1465.99 |   -5%  ||     0.65 |     0.68 |   +5%  |               0.0000 |
 | 16d     ||  1474.35 |  1438.30 |   -2%  ||     0.68 |     0.70 |   +3%  |               0.0000 |
 | 17a     ||   456.28 |   458.51 |   +0%˄ ||     2.19 |     2.18 |   -0%˄ | (run time too short) |
 | 17b     ||   373.82 |   374.73 |   +0%˄ ||     2.68 |     2.67 |   -0%˄ | (run time too short) |
 | 17c     ||   357.59 |   357.83 |   +0%˄ ||     2.80 |     2.79 |   -0%˄ | (run time too short) |
 | 17d     ||   424.68 |   427.50 |   +1%˄ ||     2.35 |     2.34 |   -1%˄ | (run time too short) |
 | 17e     ||  1539.99 |  1502.31 |   -2%  ||     0.65 |     0.67 |   +3%  |               0.0000 |
 | 17f     ||   887.90 |   883.12 |   -1%˄ ||     1.13 |     1.13 |   +1%˄ | (run time too short) |
 | 18a     ||   141.86 |   144.53 |   +2%˄ ||     7.05 |     6.92 |   -2%˄ | (run time too short) |
 | 18b     ||   102.69 |   104.58 |   +2%˄ ||     9.74 |     9.56 |   -2%˄ | (run time too short) |
 | 18c     ||   202.66 |   203.00 |   +0%˄ ||     4.93 |     4.93 |   -0%˄ | (run time too short) |
 | 19a     ||   224.59 |   230.08 |   +2%˄ ||     4.45 |     4.35 |   -2%˄ | (run time too short) |
 | 19b     ||   187.65 |   190.74 |   +2%˄ ||     5.33 |     5.24 |   -2%˄ | (run time too short) |
 | 19c     ||   268.04 |   273.77 |   +2%˄ ||     3.73 |     3.65 |   -2%˄ | (run time too short) |
 | 19d     ||   654.14 |   655.05 |   +0%˄ ||     1.53 |     1.53 |   -0%˄ | (run time too short) |
 | 1a      ||    12.39 |    12.40 |   +0%˄ ||    80.69 |    80.62 |   -0%˄ | (run time too short) |
 | 1b      ||    14.11 |    14.08 |   -0%˄ ||    70.85 |    70.99 |   +0%˄ | (run time too short) |
 | 1c      ||    13.78 |    14.22 |   +3%˄ ||    72.56 |    70.33 |   -3%˄ | (run time too short) |
 | 1d      ||    11.85 |    11.86 |   +0%˄ ||    84.35 |    84.33 |   -0%˄ | (run time too short) |
 | 20a     ||   625.72 |   620.53 |   -1%˄ ||     1.60 |     1.61 |   +1%˄ | (run time too short) |
 | 20b     ||   667.99 |   655.06 |   -2%˄ ||     1.50 |     1.53 |   +2%˄ | (run time too short) |
 | 20c     ||   375.45 |   381.04 |   +1%˄ ||     2.66 |     2.62 |   -1%˄ | (run time too short) |
 | 21a     ||   109.98 |   108.97 |   -1%˄ ||     9.09 |     9.18 |   +1%˄ | (run time too short) |
 | 21b     ||   102.00 |   101.80 |   -0%˄ ||     9.80 |     9.82 |   +0%˄ | (run time too short) |
 | 21c     ||   113.08 |   112.52 |   -0%˄ ||     8.84 |     8.89 |   +1%˄ | (run time too short) |
 | 22a     ||   174.94 |   173.50 |   -1%˄ ||     5.72 |     5.76 |   +1%˄ | (run time too short) |
 | 22b     ||   159.99 |   158.06 |   -1%˄ ||     6.25 |     6.33 |   +1%˄ | (run time too short) |
 | 22c     ||   234.55 |   233.91 |   -0%˄ ||     4.26 |     4.28 |   +0%˄ | (run time too short) |
 | 22d     ||   355.42 |   356.67 |   +0%˄ ||     2.81 |     2.80 |   -0%˄ | (run time too short) |
 | 23a     ||    49.27 |    49.55 |   +1%˄ ||    20.30 |    20.18 |   -1%˄ | (run time too short) |
 | 23b     ||    53.75 |    53.88 |   +0%˄ ||    18.60 |    18.56 |   -0%˄ | (run time too short) |
 | 23c     ||    51.82 |    52.04 |   +0%˄ ||    19.30 |    19.21 |   -0%˄ | (run time too short) |
 | 24a     ||   218.61 |   225.62 |   +3%˄ ||     4.57 |     4.43 |   -3%˄ | (run time too short) |
 | 24b     ||   213.30 |   219.73 |   +3%˄ ||     4.69 |     4.55 |   -3%˄ | (run time too short) |
 | 25a     ||   112.20 |   114.73 |   +2%˄ ||     8.91 |     8.72 |   -2%˄ | (run time too short) |
 | 25b     ||    70.16 |    72.48 |   +3%˄ ||    14.25 |    13.80 |   -3%˄ | (run time too short) |
 | 25c     ||   254.93 |   254.93 |   -0%˄ ||     3.92 |     3.92 |   +0%˄ | (run time too short) |
 | 26a     ||   184.54 |   184.59 |   +0%˄ ||     5.42 |     5.42 |   -0%˄ | (run time too short) |
 | 26b     ||   153.09 |   154.18 |   +1%˄ ||     6.53 |     6.49 |   -1%˄ | (run time too short) |
 | 26c     ||   311.91 |   312.23 |   +0%˄ ||     3.21 |     3.20 |   -0%˄ | (run time too short) |
 | 27a     ||   104.66 |   104.73 |   +0%˄ ||     9.55 |     9.55 |   -0%˄ | (run time too short) |
 | 27b     ||    97.34 |    96.74 |   -1%˄ ||    10.27 |    10.34 |   +1%˄ | (run time too short) |
 | 27c     ||   113.14 |   112.51 |   -1%˄ ||     8.84 |     8.89 |   +1%˄ | (run time too short) |
 | 28a     ||   210.96 |   208.10 |   -1%˄ ||     4.74 |     4.81 |   +1%˄ | (run time too short) |
 | 28b     ||    65.86 |    65.83 |   -0%˄ ||    15.18 |    15.19 |   +0%˄ | (run time too short) |
 | 28c     ||   172.87 |   173.42 |   +0%˄ ||     5.78 |     5.77 |   -0%˄ | (run time too short) |
 | 29a     ||   183.82 |   189.58 |   +3%˄ ||     5.44 |     5.27 |   -3%˄ | (run time too short) |
 | 29b     ||   776.05 |   786.66 |   +1%˄ ||     1.29 |     1.27 |   -1%˄ | (run time too short) |
 | 29c     ||   220.86 |   227.16 |   +3%˄ ||     4.53 |     4.40 |   -3%˄ | (run time too short) |
 | 2a      ||    31.11 |    31.06 |   -0%˄ ||    32.14 |    32.19 |   +0%˄ | (run time too short) |
 | 2b      ||    29.22 |    29.16 |   -0%˄ ||    34.22 |    34.29 |   +0%˄ | (run time too short) |
 | 2c      ||    25.83 |    25.86 |   +0%˄ ||    38.72 |    38.66 |   -0%˄ | (run time too short) |
 | 2d      ||    53.17 |    52.99 |   -0%˄ ||    18.80 |    18.87 |   +0%˄ | (run time too short) |
 | 30a     ||   104.45 |   106.08 |   +2%˄ ||     9.57 |     9.43 |   -2%˄ | (run time too short) |
 | 30b     ||   110.01 |   111.37 |   +1%˄ ||     9.09 |     8.98 |   -1%˄ | (run time too short) |
 | 30c     ||   172.53 |   174.71 |   +1%˄ ||     5.80 |     5.72 |   -1%˄ | (run time too short) |
 | 31a     ||    91.16 |    93.08 |   +2%˄ ||    10.97 |    10.74 |   -2%˄ | (run time too short) |
 | 31b     ||    88.61 |    90.67 |   +2%˄ ||    11.28 |    11.03 |   -2%˄ | (run time too short) |
 | 31c     ||   104.06 |   105.41 |   +1%˄ ||     9.61 |     9.49 |   -1%˄ | (run time too short) |
 | 32a     ||    17.03 |    17.08 |   +0%˄ ||    58.72 |    58.54 |   -0%˄ | (run time too short) |
 | 32b     ||    33.22 |    33.39 |   +1%˄ ||    30.10 |    29.95 |   -1%˄ | (run time too short) |
 | 33a     ||    38.14 |    38.01 |   -0%˄ ||    26.22 |    26.31 |   +0%˄ | (run time too short) |
 | 33b     ||    26.15 |    26.13 |   -0%˄ ||    38.23 |    38.26 |   +0%˄ | (run time too short) |
 | 33c     ||    44.20 |    44.81 |   +1%˄ ||    22.62 |    22.31 |   -1%˄ | (run time too short) |
 | 3a      ||    61.31 |    61.36 |   +0%˄ ||    16.31 |    16.30 |   -0%˄ | (run time too short) |
 | 3b      ||    17.90 |    18.56 |   +4%˄ ||    55.86 |    53.89 |   -4%˄ | (run time too short) |
 | 3c      ||   226.85 |   224.67 |   -1%˄ ||     4.41 |     4.45 |   +1%˄ | (run time too short) |
 | 4a      ||   136.39 |   136.64 |   +0%˄ ||     7.33 |     7.32 |   -0%˄ | (run time too short) |
 | 4b      ||    17.10 |    17.83 |   +4%˄ ||    58.47 |    56.09 |   -4%˄ | (run time too short) |
 | 4c      ||   194.02 |   191.60 |   -1%˄ ||     5.15 |     5.22 |   +1%˄ | (run time too short) |
 | 5a      ||    42.93 |    43.00 |   +0%˄ ||    23.29 |    23.25 |   -0%˄ | (run time too short) |
 | 5b      ||    46.81 |    47.54 |   +2%˄ ||    21.36 |    21.03 |   -2%˄ | (run time too short) |
 | 5c      ||    88.95 |    88.24 |   -1%˄ ||    11.24 |    11.33 |   +1%˄ | (run time too short) |
 | 6a      ||   177.87 |   172.21 |   -3%˄ ||     5.62 |     5.81 |   +3%˄ | (run time too short) |
 | 6b      ||   189.44 |   183.14 |   -3%˄ ||     5.28 |     5.46 |   +3%˄ | (run time too short) |
 | 6c      ||   170.74 |   164.22 |   -4%˄ ||     5.86 |     6.09 |   +4%˄ | (run time too short) |
 | 6d      ||   394.59 |   389.04 |   -1%˄ ||     2.53 |     2.57 |   +1%˄ | (run time too short) |
 | 6e      ||   178.08 |   171.71 |   -4%˄ ||     5.62 |     5.82 |   +4%˄ | (run time too short) |
 | 6f      ||   697.24 |   690.20 |   -1%˄ ||     1.43 |     1.45 |   +1%˄ | (run time too short) |
 | 7a      ||   109.85 |   110.96 |   +1%˄ ||     9.10 |     9.01 |   -1%˄ | (run time too short) |
 | 7b      ||   103.27 |   104.46 |   +1%˄ ||     9.68 |     9.57 |   -1%˄ | (run time too short) |
 | 7c      ||   578.00 |   587.97 |   +2%˄ ||     1.73 |     1.70 |   -2%˄ | (run time too short) |
 | 8a      ||   169.15 |   172.09 |   +2%˄ ||     5.91 |     5.81 |   -2%˄ | (run time too short) |
 | 8b      ||   164.94 |   167.53 |   +2%˄ ||     6.06 |     5.97 |   -2%˄ | (run time too short) |
 | 8c      ||  1852.58 |  1858.06 |   +0%  ||     0.54 |     0.54 |   -0%  |               0.2862 |
 | 8d      ||   323.99 |   321.95 |   -1%˄ ||     3.09 |     3.11 |   +1%˄ | (run time too short) |
 | 9a      ||   244.34 |   251.10 |   +3%˄ ||     4.09 |     3.98 |   -3%˄ | (run time too short) |
 | 9b      ||   152.01 |   155.08 |   +2%˄ ||     6.58 |     6.45 |   -2%˄ | (run time too short) |
 | 9c      ||   272.04 |   278.09 |   +2%˄ ||     3.68 |     3.60 |   -2%˄ | (run time too short) |
 | 9d      ||   420.06 |   421.73 |   +0%˄ ||     2.38 |     2.37 |   -0%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum     || 29896.75 | 29694.57 |   -1%  ||          |          |        |                      |
 | Geomean ||          |          |        ||          |          |   -0%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkJoinOrder - multi-threaded, ordered, 1 client, 28 cores

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---------+------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_43b228e1bc09ffbd5956577684cb99d0e060df1c_mt_ordered.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_mt_ordered.json |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                                 | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                                 |
 |  benchmark_mode               | Ordered                                                                                                                                        | Ordered                                                                                                                                        |
 |  build_type                   | release                                                                                                                                        | release                                                                                                                                        |
 |  chunk_indexes                | False                                                                                                                                          | False                                                                                                                                          |
 |  chunk_size                   | 65535                                                                                                                                          | 65535                                                                                                                                          |
 |  clients                      | 1                                                                                                                                              | 1                                                                                                                                              |
 |  compiler                     | clang 15.0.7                                                                                                                                   | clang 15.0.7                                                                                                                                   |
 |  cores                        | 28                                                                                                                                             | 28                                                                                                                                             |
 |  data_preparation_cores       | 0                                                                                                                                              | 0                                                                                                                                              |
 |  date                         | 2024-05-06 01:36:47                                                                                                                            | 2024-05-06 05:15:32                                                                                                                            |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                        | {'default': {'encoding': 'Dictionary'}}                                                                                                        |
 |  max_duration                 | 60000000000                                                                                                                                    | 60000000000                                                                                                                                    |
 |  max_runs                     | 50                                                                                                                                             | 50                                                                                                                                             |
 |  time_unit                    | ns                                                                                                                                             | ns                                                                                                                                             |
 |  using_scheduler              | True                                                                                                                                           | True                                                                                                                                           |
 |  utilized_cores_per_numa_node | [0, 0, 0, 28]                                                                                                                                  | [0, 0, 0, 28]                                                                                                                                  |
 |  verify                       | False                                                                                                                                          | False                                                                                                                                          |
 |  warmup_duration              | 1000000000                                                                                                                                     | 1000000000                                                                                                                                     |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | 10a     ||    43.85 |    43.24 |   -1%˄ ||    22.74 |    23.06 |   +1%˄ | (run time too short) |
 | 10b     ||    24.39 |    25.06 |   +3%˄ ||    40.80 |    39.70 |   -3%˄ | (run time too short) |
 | 10c     ||   143.12 |   143.02 |   -0%˄ ||     6.98 |     6.98 |   +0%˄ | (run time too short) |
 | 11a     ||    28.02 |    28.16 |   +0%˄ ||    35.58 |    35.43 |   -0%˄ | (run time too short) |
 | 11b     ||    25.98 |    26.29 |   +1%˄ ||    38.34 |    37.91 |   -1%˄ | (run time too short) |
 | 11c     ||    30.03 |    30.03 |   +0%˄ ||    33.14 |    33.13 |   -0%˄ | (run time too short) |
 | 11d     ||    34.59 |    34.47 |   -0%˄ ||    28.77 |    28.87 |   +0%˄ | (run time too short) |
+| 12a     ||    30.49 |    29.10 |   -5%˄ ||    32.62 |    34.21 |   +5%˄ | (run time too short) |
 | 12b     ||    20.16 |    20.22 |   +0%˄ ||    49.26 |    49.16 |   -0%˄ | (run time too short) |
 | 12c     ||    60.51 |    60.36 |   -0%˄ ||    16.48 |    16.52 |   +0%˄ | (run time too short) |
 | 13a     ||   144.86 |   144.77 |   -0%˄ ||     6.90 |     6.90 |   +0%˄ | (run time too short) |
+| 13b     ||   109.64 |   103.95 |   -5%˄ ||     9.11 |     9.61 |   +5%˄ | (run time too short) |
 | 13c     ||    96.85 |    98.40 |   +2%˄ ||    10.31 |    10.15 |   -2%˄ | (run time too short) |
 | 13d     ||   388.69 |   385.64 |   -1%˄ ||     2.57 |     2.59 |   +1%˄ | (run time too short) |
 | 14a     ||    62.08 |    62.75 |   +1%˄ ||    16.08 |    15.90 |   -1%˄ | (run time too short) |
 | 14b     ||    75.12 |    73.68 |   -2%˄ ||    13.29 |    13.55 |   +2%˄ | (run time too short) |
 | 14c     ||   186.76 |   184.87 |   -1%˄ ||     5.35 |     5.40 |   +1%˄ | (run time too short) |
 | 15a     ||    33.60 |    33.75 |   +0%˄ ||    29.64 |    29.53 |   -0%˄ | (run time too short) |
 | 15b     ||    29.32 |    29.93 |   +2%˄ ||    33.93 |    33.25 |   -2%˄ | (run time too short) |
 | 15c     ||    31.17 |    30.52 |   -2%˄ ||    31.91 |    32.61 |   +2%˄ | (run time too short) |
 | 15d     ||    36.60 |    36.60 |   +0%˄ ||    27.20 |    27.20 |   -0%˄ | (run time too short) |
 | 16a     ||   740.14 |   743.48 |   +0%˄ ||     1.35 |     1.34 |   -0%˄ | (run time too short) |
 | 16b     ||  1800.92 |  1780.23 |   -1%  ||     0.56 |     0.56 |   +1%  |               0.0163 |
 | 16c     ||   897.51 |   896.87 |   -0%˄ ||     1.11 |     1.11 |   +0%˄ | (run time too short) |
 | 16d     ||   868.28 |   867.68 |   -0%˄ ||     1.15 |     1.15 |   +0%˄ | (run time too short) |
 | 17a     ||   207.60 |   210.60 |   +1%˄ ||     4.81 |     4.74 |   -1%˄ | (run time too short) |
 | 17b     ||   180.77 |   179.88 |   -0%˄ ||     5.53 |     5.55 |   +0%˄ | (run time too short) |
 | 17c     ||   151.44 |   152.57 |   +1%˄ ||     6.60 |     6.55 |   -1%˄ | (run time too short) |
 | 17d     ||   149.42 |   149.13 |   -0%˄ ||     6.68 |     6.70 |   +0%˄ | (run time too short) |
 | 17e     ||   742.77 |   741.39 |   -0%˄ ||     1.35 |     1.35 |   +0%˄ | (run time too short) |
 | 17f     ||   333.25 |   328.93 |   -1%˄ ||     3.00 |     3.04 |   +1%˄ | (run time too short) |
 | 18a     ||    61.52 |    61.49 |   -0%˄ ||    16.22 |    16.23 |   +0%˄ | (run time too short) |
 | 18b     ||    58.66 |    57.84 |   -1%˄ ||    17.01 |    17.25 |   +1%˄ | (run time too short) |
 | 18c     ||    94.73 |    94.24 |   -1%˄ ||    10.54 |    10.59 |   +1%˄ | (run time too short) |
 | 19a     ||   115.40 |   117.29 |   +2%˄ ||     8.66 |     8.52 |   -2%˄ | (run time too short) |
 | 19b     ||    77.83 |    78.59 |   +1%˄ ||    12.83 |    12.71 |   -1%˄ | (run time too short) |
 | 19c     ||   129.37 |   129.96 |   +0%˄ ||     7.72 |     7.69 |   -0%˄ | (run time too short) |
 | 19d     ||   517.85 |   512.97 |   -1%˄ ||     1.93 |     1.95 |   +1%˄ | (run time too short) |
 | 1a      ||    11.16 |    11.07 |   -1%˄ ||    88.42 |    89.16 |   +1%˄ | (run time too short) |
 | 1b      ||     6.48 |     6.51 |   +0%˄ ||   151.21 |   150.60 |   -0%˄ | (run time too short) |
 | 1c      ||     6.38 |     6.38 |   -0%˄ ||   153.26 |   153.01 |   -0%˄ | (run time too short) |
 | 1d      ||     9.06 |     9.00 |   -1%˄ ||   108.59 |   109.49 |   +1%˄ | (run time too short) |
 | 20a     ||    87.17 |    87.10 |   -0%˄ ||    11.46 |    11.47 |   +0%˄ | (run time too short) |
-| 20b     ||    64.66 |    68.50 |   +6%˄ ||    15.45 |    14.58 |   -6%˄ | (run time too short) |
 | 20c     ||    86.34 |    85.94 |   -0%˄ ||    11.56 |    11.61 |   +0%˄ | (run time too short) |
 | 21a     ||    32.37 |    32.04 |   -1%˄ ||    30.79 |    31.09 |   +1%˄ | (run time too short) |
 | 21b     ||    29.93 |    30.32 |   +1%˄ ||    33.29 |    32.87 |   -1%˄ | (run time too short) |
 | 21c     ||    34.03 |    34.15 |   +0%˄ ||    29.28 |    29.16 |   -0%˄ | (run time too short) |
 | 22a     ||    70.29 |    69.18 |   -2%˄ ||    14.20 |    14.42 |   +2%˄ | (run time too short) |
 | 22b     ||    58.93 |    59.18 |   +0%˄ ||    16.94 |    16.87 |   -0%˄ | (run time too short) |
 | 22c     ||   136.29 |   135.05 |   -1%˄ ||     7.33 |     7.40 |   +1%˄ | (run time too short) |
 | 22d     ||   241.62 |   241.27 |   -0%˄ ||     4.14 |     4.14 |   +0%˄ | (run time too short) |
 | 23a     ||    24.33 |    24.07 |   -1%˄ ||    40.89 |    41.34 |   +1%˄ | (run time too short) |
-| 23b     ||    32.93 |    34.46 |   +5%˄ ||    30.27 |    28.92 |   -4%˄ | (run time too short) |
 | 23c     ||    26.23 |    26.78 |   +2%˄ ||    37.94 |    37.15 |   -2%˄ | (run time too short) |
 | 24a     ||    68.85 |    69.10 |   +0%˄ ||    14.50 |    14.45 |   -0%˄ | (run time too short) |
 | 24b     ||    62.74 |    62.42 |   -1%˄ ||    15.90 |    15.99 |   +1%˄ | (run time too short) |
 | 25a     ||    59.89 |    61.08 |   +2%˄ ||    16.65 |    16.32 |   -2%˄ | (run time too short) |
 | 25b     ||    40.13 |    38.74 |   -3%˄ ||    24.82 |    25.72 |   +4%˄ | (run time too short) |
 | 25c     ||   163.21 |   160.97 |   -1%˄ ||     6.12 |     6.21 |   +1%˄ | (run time too short) |
 | 26a     ||    92.04 |    92.02 |   -0%˄ ||    10.85 |    10.85 |   +0%˄ | (run time too short) |
 | 26b     ||    71.17 |    71.12 |   -0%˄ ||    14.02 |    14.03 |   +0%˄ | (run time too short) |
 | 26c     ||   151.02 |   150.16 |   -1%˄ ||     6.61 |     6.65 |   +1%˄ | (run time too short) |
 | 27a     ||    30.59 |    30.77 |   +1%˄ ||    32.56 |    32.38 |   -1%˄ | (run time too short) |
 | 27b     ||    30.74 |    30.66 |   -0%˄ ||    32.40 |    32.48 |   +0%˄ | (run time too short) |
 | 27c     ||    34.34 |    34.12 |   -1%˄ ||    29.02 |    29.21 |   +1%˄ | (run time too short) |
 | 28a     ||   151.88 |   149.75 |   -1%˄ ||     6.58 |     6.67 |   +1%˄ | (run time too short) |
 | 28b     ||    34.96 |    34.54 |   -1%˄ ||    28.50 |    28.85 |   +1%˄ | (run time too short) |
 | 28c     ||   119.72 |   119.65 |   -0%˄ ||     8.34 |     8.35 |   +0%˄ | (run time too short) |
 | 29a     ||    63.89 |    64.53 |   +1%˄ ||    15.63 |    15.47 |   -1%˄ | (run time too short) |
 | 29b     ||   110.99 |   111.31 |   +0%˄ ||     9.00 |     8.97 |   -0%˄ | (run time too short) |
 | 29c     ||    66.82 |    68.13 |   +2%˄ ||    14.93 |    14.64 |   -2%˄ | (run time too short) |
 | 2a      ||    32.78 |    33.04 |   +1%˄ ||    30.36 |    30.12 |   -1%˄ | (run time too short) |
 | 2b      ||    30.63 |    30.24 |   -1%˄ ||    32.47 |    32.89 |   +1%˄ | (run time too short) |
 | 2c      ||    23.13 |    23.13 |   +0%˄ ||    42.93 |    42.95 |   +0%˄ | (run time too short) |
 | 2d      ||    58.36 |    58.02 |   -1%˄ ||    17.09 |    17.18 |   +1%˄ | (run time too short) |
 | 30a     ||    53.62 |    54.43 |   +2%˄ ||    18.60 |    18.32 |   -1%˄ | (run time too short) |
 | 30b     ||    44.86 |    45.61 |   +2%˄ ||    22.23 |    21.86 |   -2%˄ | (run time too short) |
 | 30c     ||   114.23 |   113.51 |   -1%˄ ||     8.74 |     8.80 |   +1%˄ | (run time too short) |
 | 31a     ||    40.85 |    40.85 |   -0%˄ ||    24.40 |    24.38 |   -0%˄ | (run time too short) |
 | 31b     ||    38.90 |    38.64 |   -1%˄ ||    25.62 |    25.79 |   +1%˄ | (run time too short) |
 | 31c     ||    47.16 |    46.82 |   -1%˄ ||    21.14 |    21.29 |   +1%˄ | (run time too short) |
 | 32a     ||    11.61 |    11.59 |   -0%˄ ||    85.00 |    85.17 |   +0%˄ | (run time too short) |
 | 32b     ||    40.15 |    40.37 |   +1%˄ ||    24.80 |    24.67 |   -1%˄ | (run time too short) |
 | 33a     ||    15.94 |    16.35 |   +3%˄ ||    62.16 |    60.64 |   -2%˄ | (run time too short) |
 | 33b     ||    13.89 |    13.73 |   -1%˄ ||    71.22 |    72.09 |   +1%˄ | (run time too short) |
 | 33c     ||    23.60 |    24.54 |   +4%˄ ||    42.14 |    40.49 |   -4%˄ | (run time too short) |
 | 3a      ||    42.76 |    44.18 |   +3%˄ ||    23.31 |    22.56 |   -3%˄ | (run time too short) |
 | 3b      ||    10.85 |    10.81 |   -0%˄ ||    91.07 |    91.48 |   +0%˄ | (run time too short) |
 | 3c      ||    89.69 |    87.50 |   -2%˄ ||    11.13 |    11.41 |   +3%˄ | (run time too short) |
 | 4a      ||    78.47 |    75.98 |   -3%˄ ||    12.72 |    13.13 |   +3%˄ | (run time too short) |
 | 4b      ||     9.32 |     9.03 |   -3%˄ ||   105.68 |   108.96 |   +3%˄ | (run time too short) |
+| 4c      ||    99.29 |    94.06 |   -5%˄ ||    10.05 |    10.61 |   +6%˄ | (run time too short) |
 | 5a      ||    33.28 |    33.28 |   -0%˄ ||    29.94 |    29.94 |   +0%˄ | (run time too short) |
 | 5b      ||    27.61 |    27.74 |   +0%˄ ||    36.05 |    35.88 |   -0%˄ | (run time too short) |
 | 5c      ||    55.72 |    53.54 |   -4%˄ ||    17.90 |    18.64 |   +4%˄ | (run time too short) |
 | 6a      ||    33.30 |    33.33 |   +0%˄ ||    29.95 |    29.92 |   -0%˄ | (run time too short) |
 | 6b      ||    57.14 |    57.86 |   +1%˄ ||    17.47 |    17.26 |   -1%˄ | (run time too short) |
 | 6c      ||    31.15 |    31.21 |   +0%˄ ||    32.01 |    31.95 |   -0%˄ | (run time too short) |
 | 6d      ||   160.23 |   160.78 |   +0%˄ ||     6.23 |     6.21 |   -0%˄ | (run time too short) |
 | 6e      ||    32.99 |    33.16 |   +1%˄ ||    30.22 |    30.09 |   -0%˄ | (run time too short) |
 | 6f      ||   484.46 |   481.13 |   -1%˄ ||     2.06 |     2.08 |   +1%˄ | (run time too short) |
 | 7a      ||    33.77 |    33.87 |   +0%˄ ||    29.52 |    29.44 |   -0%˄ | (run time too short) |
 | 7b      ||    33.31 |    33.68 |   +1%˄ ||    29.90 |    29.60 |   -1%˄ | (run time too short) |
 | 7c      ||   318.17 |   316.30 |   -1%˄ ||     3.14 |     3.16 |   +1%˄ | (run time too short) |
 | 8a      ||    40.46 |    40.78 |   +1%˄ ||    24.63 |    24.44 |   -1%˄ | (run time too short) |
 | 8b      ||    37.56 |    37.31 |   -1%˄ ||    26.53 |    26.72 |   +1%˄ | (run time too short) |
 | 8c      ||  1188.01 |  1174.34 |   -1%˄ ||     0.84 |     0.85 |   +1%˄ | (run time too short) |
 | 8d      ||   247.47 |   246.91 |   -0%˄ ||     4.04 |     4.05 |   +0%˄ | (run time too short) |
 | 9a      ||   147.83 |   147.68 |   -0%˄ ||     6.76 |     6.77 |   +0%˄ | (run time too short) |
 | 9b      ||    85.30 |    86.54 |   +1%˄ ||    11.70 |    11.54 |   -1%˄ | (run time too short) |
 | 9c      ||   143.91 |   144.48 |   +0%˄ ||     6.94 |     6.91 |   -0%˄ | (run time too short) |
 | 9d      ||   342.65 |   341.29 |   -0%˄ ||     2.92 |     2.93 |   +0%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum     || 15528.88 | 15465.72 |   -0%  ||          |          |        |                      |
 | Geomean ||          |          |        ||          |          |   +0%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkJoinOrder - multi-threaded, shuffled, 28 clients, 28 cores

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---------+----------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_43b228e1bc09ffbd5956577684cb99d0e060df1c_mt.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkJoinOrder_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_mt.json |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                         | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                         |
 |  benchmark_mode               | Shuffled                                                                                                                               | Shuffled                                                                                                                               |
 |  build_type                   | release                                                                                                                                | release                                                                                                                                |
 |  chunk_indexes                | False                                                                                                                                  | False                                                                                                                                  |
 |  chunk_size                   | 65535                                                                                                                                  | 65535                                                                                                                                  |
 |  clients                      | 28                                                                                                                                     | 28                                                                                                                                     |
 |  compiler                     | clang 15.0.7                                                                                                                           | clang 15.0.7                                                                                                                           |
 |  cores                        | 28                                                                                                                                     | 28                                                                                                                                     |
 |  data_preparation_cores       | 0                                                                                                                                      | 0                                                                                                                                      |
 |  date                         | 2024-05-06 01:52:15                                                                                                                    | 2024-05-06 05:30:59                                                                                                                    |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                | {'default': {'encoding': 'Dictionary'}}                                                                                                |
 |  max_duration                 | 1200000000000                                                                                                                          | 1200000000000                                                                                                                          |
 |  max_runs                     | -1                                                                                                                                     | -1                                                                                                                                     |
 |  time_unit                    | ns                                                                                                                                     | ns                                                                                                                                     |
 |  using_scheduler              | True                                                                                                                                   | True                                                                                                                                   |
 |  utilized_cores_per_numa_node | [0, 0, 0, 28]                                                                                                                          | [0, 0, 0, 28]                                                                                                                          |
 |  verify                       | False                                                                                                                                  | False                                                                                                                                  |
 |  warmup_duration              | 0                                                                                                                                      | 0                                                                                                                                      |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
+| 10a     ||   185.65 |   163.02 |  -12%  ||     0.63 |     0.63 |   +1%  |  0.2646 |
 | 10b     ||   120.09 |   120.07 |   -0%  ||     0.63 |     0.63 |   +0%  |  0.9993 |
+| 10c     ||   479.92 |   455.75 |   -5%  ||     0.63 |     0.63 |   +0%  |  0.4748 |
-| 11a     ||    97.93 |   104.67 |   +7%  ||     0.63 |     0.63 |   +0%  |  0.6781 |
-| 11b     ||    91.62 |   100.22 |   +9%  ||     0.63 |     0.63 |   +0%  |  0.5835 |
 | 11c     ||    91.56 |    90.46 |   -1%  ||     0.63 |     0.63 |   +0%  |  0.9343 |
-| 11d     ||    83.47 |    96.57 |  +16%  ||     0.63 |     0.63 |   +0%  |  0.3042 |
 | 12a     ||   154.23 |   160.56 |   +4%  ||     0.63 |     0.63 |   +0%  |  0.7626 |
 | 12b     ||    87.74 |    88.40 |   +1%  ||     0.63 |     0.63 |   +0%  |  0.9696 |
-| 12c     ||   269.66 |   290.28 |   +8%  ||     0.63 |     0.63 |   +0%  |  0.4283 |
 | 13a     ||   389.61 |   399.23 |   +2%  ||     0.63 |     0.63 |   +1%  |  0.7220 |
-| 13b     ||   282.95 |   364.24 |  +29%  ||     0.63 |     0.63 |   +0%  |  0.0120 |
+| 13c     ||   296.80 |   245.90 |  -17%  ||     0.63 |     0.63 |   +0%  |  0.0283 |
 | 13d     ||   757.65 |   760.03 |   +0%  ||     0.63 |     0.63 |   +0%  |  0.9467 |
 | 14a     ||   369.74 |   361.64 |   -2%  ||     0.63 |     0.63 |   +1%  |  0.8211 |
+| 14b     ||   381.45 |   358.00 |   -6%  ||     0.63 |     0.63 |   +0%  |  0.4786 |
+| 14c     ||   498.20 |   457.83 |   -8%  ||     0.63 |     0.63 |   +0%  |  0.2251 |
 | 15a     ||   118.20 |   114.74 |   -3%  ||     0.63 |     0.63 |   +0%  |  0.8532 |
-| 15b     ||   106.54 |   114.61 |   +8%  ||     0.63 |     0.63 |   +0%  |  0.6175 |
+| 15c     ||   125.52 |   115.62 |   -8%  ||     0.63 |     0.63 |   +0%  |  0.5369 |
-| 15d     ||   129.20 |   140.26 |   +9%  ||     0.63 |     0.63 |   +0%  |  0.5198 |
 | 16a     ||  1368.82 |  1347.48 |   -2%  ||     0.63 |     0.63 |   +1%  |  0.6384 |
 | 16b     ||  2606.60 |  2631.52 |   +1%  ||     0.63 |     0.63 |   +1%  |  0.5921 |
 | 16c     ||  1561.28 |  1540.71 |   -1%  ||     0.63 |     0.63 |   +0%  |  0.6642 |
+| 16d     ||  1585.04 |  1484.96 |   -6%  ||     0.63 |     0.63 |   +0%  |  0.0518 |
 | 17a     ||   705.91 |   729.27 |   +3%  ||     0.63 |     0.63 |   +0%  |  0.5429 |
+| 17b     ||   596.22 |   529.97 |  -11%  ||     0.63 |     0.63 |   +0%  |  0.0618 |
+| 17c     ||   568.70 |   515.70 |   -9%  ||     0.63 |     0.63 |   +0%  |  0.1469 |
 | 17d     ||   547.52 |   551.17 |   +1%  ||     0.63 |     0.63 |   +0%  |  0.9247 |
 | 17e     ||  1383.87 |  1366.51 |   -1%  ||     0.63 |     0.63 |   +0%  |  0.7096 |
 | 17f     ||   966.66 |  1006.81 |   +4%  ||     0.63 |     0.63 |   +0%  |  0.3987 |
-| 18a     ||   226.84 |   238.45 |   +5%  ||     0.63 |     0.63 |   +0%  |  0.6037 |
-| 18b     ||   331.15 |   366.69 |  +11%  ||     0.63 |     0.63 |   +0%  |  0.2749 |
-| 18c     ||   495.27 |   537.43 |   +9%  ||     0.63 |     0.63 |   +1%  |  0.2666 |
 | 19a     ||   533.33 |   510.62 |   -4%  ||     0.63 |     0.63 |   +0%  |  0.5691 |
+| 19b     ||   336.53 |   319.27 |   -5%  ||     0.63 |     0.63 |   +0%  |  0.5517 |
+| 19c     ||   577.65 |   550.24 |   -5%  ||     0.63 |     0.63 |   +0%  |  0.5065 |
+| 19d     ||  1223.09 |  1160.15 |   -5%  ||     0.63 |     0.63 |   +0%  |  0.1671 |
+| 1a      ||    43.14 |    39.28 |   -9%  ||     0.63 |     0.63 |   +0%  |  0.7237 |
+| 1b      ||    42.56 |    34.07 |  -20%  ||     0.63 |     0.63 |   +0%  |  0.1829 |
+| 1c      ||    51.60 |    42.56 |  -18%  ||     0.63 |     0.63 |   +0%  |  0.3954 |
 | 1d      ||    39.21 |    38.85 |   -1%  ||     0.63 |     0.63 |   +0%  |  0.9645 |
-| 20a     ||   411.37 |   440.16 |   +7%  ||     0.63 |     0.63 |   +0%  |  0.4051 |
+| 20b     ||   400.56 |   375.51 |   -6%  ||     0.63 |     0.63 |   +0%  |  0.4950 |
+| 20c     ||   372.97 |   320.56 |  -14%  ||     0.63 |     0.63 |   +0%  |  0.0701 |
 | 21a     ||   172.27 |   174.39 |   +1%  ||     0.63 |     0.63 |   +0%  |  0.9317 |
+| 21b     ||   160.29 |   129.95 |  -19%  ||     0.63 |     0.63 |   +0%  |  0.1678 |
 | 21c     ||   163.57 |   167.49 |   +2%  ||     0.63 |     0.63 |   +0%  |  0.8709 |
+| 22a     ||   446.08 |   379.44 |  -15%  ||     0.63 |     0.63 |   +0%  |  0.0750 |
-| 22b     ||   327.10 |   368.42 |  +13%  ||     0.63 |     0.63 |   +0%  |  0.2410 |
+| 22c     ||   589.68 |   544.44 |   -8%  ||     0.63 |     0.63 |   +0%  |  0.2907 |
 | 22d     ||   710.08 |   733.46 |   +3%  ||     0.63 |     0.63 |   +0%  |  0.6002 |
-| 23a     ||   127.21 |   133.01 |   +5%  ||     0.63 |     0.63 |   +0%  |  0.7416 |
+| 23b     ||   134.37 |   118.55 |  -12%  ||     0.63 |     0.63 |   +0%  |  0.4695 |
 | 23c     ||   160.08 |   158.92 |   -1%  ||     0.63 |     0.63 |   +0%  |  0.9570 |
-| 24a     ||   345.77 |   400.77 |  +16%  ||     0.63 |     0.63 |   +0%  |  0.0848 |
 | 24b     ||   271.87 |   274.67 |   +1%  ||     0.63 |     0.63 |   +1%  |  0.9248 |
+| 25a     ||   366.67 |   328.68 |  -10%  ||     0.63 |     0.63 |   +0%  |  0.2236 |
+| 25b     ||   205.40 |   180.88 |  -12%  ||     0.63 |     0.63 |   +0%  |  0.3271 |
-| 25c     ||   689.03 |   753.49 |   +9%  ||     0.63 |     0.63 |   +0%  |  0.1308 |
 | 26a     ||   356.75 |   346.67 |   -3%  ||     0.63 |     0.63 |   +0%  |  0.7472 |
 | 26b     ||   231.05 |   220.76 |   -4%  ||     0.63 |     0.63 |   +0%  |  0.6293 |
 | 26c     ||   489.62 |   501.65 |   +2%  ||     0.63 |     0.63 |   +0%  |  0.6902 |
 | 27a     ||   172.19 |   171.76 |   -0%  ||     0.63 |     0.63 |   +0%  |  0.9858 |
+| 27b     ||   161.59 |   151.18 |   -6%  ||     0.63 |     0.63 |   +0%  |  0.6242 |
+| 27c     ||   187.66 |   172.61 |   -8%  ||     0.63 |     0.63 |   +0%  |  0.5849 |
 | 28a     ||   555.54 |   577.76 |   +4%  ||     0.63 |     0.63 |   +0%  |  0.5562 |
+| 28b     ||   234.85 |   208.64 |  -11%  ||     0.63 |     0.63 |   +0%  |  0.3237 |
 | 28c     ||   481.20 |   502.18 |   +4%  ||     0.63 |     0.63 |   +0%  |  0.5499 |
-| 29a     ||   274.30 |   298.25 |   +9%  ||     0.63 |     0.63 |   +1%  |  0.4117 |
-| 29b     ||   336.03 |   365.97 |   +9%  ||     0.63 |     0.63 |   +1%  |  0.3824 |
-| 29c     ||   326.57 |   397.40 |  +22%  ||     0.63 |     0.63 |   +0%  |  0.0503 |
+| 2a      ||   126.69 |    89.70 |  -29%  ||     0.63 |     0.63 |   +0%  |  0.0035 |
+| 2b      ||   125.23 |   117.56 |   -6%  ||     0.63 |     0.63 |   +0%  |  0.6812 |
-| 2c      ||    81.25 |   101.68 |  +25%  ||     0.63 |     0.63 |   +0%  |  0.1186 |
-| 2d      ||   187.19 |   205.64 |  +10%  ||     0.63 |     0.63 |   +0%  |  0.3630 |
+| 30a     ||   322.58 |   262.34 |  -19%  ||     0.63 |     0.63 |   +1%  |  0.0558 |
 | 30b     ||   288.90 |   281.80 |   -2%  ||     0.63 |     0.63 |   +0%  |  0.8104 |
-| 30c     ||   539.30 |   569.94 |   +6%  ||     0.63 |     0.63 |   +0%  |  0.4398 |
 | 31a     ||   267.30 |   257.68 |   -4%  ||     0.63 |     0.63 |   +0%  |  0.7810 |
-| 31b     ||   213.11 |   259.59 |  +22%  ||     0.63 |     0.63 |   +1%  |  0.1327 |
 | 31c     ||   294.52 |   300.47 |   +2%  ||     0.63 |     0.63 |   +0%  |  0.8572 |
-| 32a     ||    37.11 |    49.73 |  +34%  ||     0.63 |     0.63 |   +0%  |  0.0851 |
 | 32b     ||   137.75 |   134.05 |   -3%  ||     0.63 |     0.63 |   +1%  |  0.8110 |
-| 33a     ||   128.91 |   135.97 |   +5%  ||     0.63 |     0.63 |   +0%  |  0.7593 |
-| 33b     ||    74.03 |    87.78 |  +19%  ||     0.63 |     0.63 |   +0%  |  0.3395 |
+| 33c     ||   171.80 |   133.24 |  -22%  ||     0.63 |     0.63 |   +0%  |  0.1336 |
+| 3a      ||   248.67 |   237.06 |   -5%  ||     0.63 |     0.63 |   +0%  |  0.6992 |
+| 3b      ||    87.44 |    67.90 |  -22%  ||     0.63 |     0.63 |   +0%  |  0.2563 |
+| 3c      ||   392.10 |   362.47 |   -8%  ||     0.63 |     0.63 |   +0%  |  0.4355 |
-| 4a      ||   227.02 |   250.25 |  +10%  ||     0.63 |     0.63 |   +0%  |  0.3191 |
-| 4b      ||    55.60 |    65.85 |  +18%  ||     0.63 |     0.63 |   +0%  |  0.4713 |
+| 4c      ||   290.22 |   275.06 |   -5%  ||     0.63 |     0.63 |   +0%  |  0.6149 |
-| 5a      ||   170.93 |   186.97 |   +9%  ||     0.63 |     0.63 |   +0%  |  0.4911 |
 | 5b      ||   129.13 |   129.48 |   +0%  ||     0.63 |     0.63 |   +0%  |  0.9840 |
+| 5c      ||   257.93 |   230.12 |  -11%  ||     0.63 |     0.63 |   +1%  |  0.2966 |
-| 6a      ||   121.46 |   132.21 |   +9%  ||     0.63 |     0.63 |   +0%  |  0.5459 |
 | 6b      ||   168.38 |   161.90 |   -4%  ||     0.63 |     0.63 |   +0%  |  0.7158 |
-| 6c      ||    96.09 |   127.83 |  +33%  ||     0.63 |     0.63 |   +0%  |  0.0220 |
+| 6d      ||   507.12 |   479.35 |   -5%  ||     0.63 |     0.63 |   +0%  |  0.4340 |
+| 6e      ||   136.32 |   128.92 |   -5%  ||     0.63 |     0.63 |   +0%  |  0.6728 |
-| 6f      ||   956.37 |  1019.48 |   +7%  ||     0.63 |     0.63 |   +0%  |  0.0753 |
+| 7a      ||   210.32 |   176.12 |  -16%  ||     0.63 |     0.63 |   +0%  |  0.1892 |
-| 7b      ||   151.78 |   180.83 |  +19%  ||     0.63 |     0.63 |   +0%  |  0.2097 |
 | 7c      ||   933.14 |   973.09 |   +4%  ||     0.63 |     0.63 |   +0%  |  0.3646 |
-| 8a      ||   193.15 |   224.86 |  +16%  ||     0.63 |     0.63 |   +0%  |  0.2027 |
+| 8b      ||   167.04 |   138.72 |  -17%  ||     0.63 |     0.63 |   +0%  |  0.2262 |
 | 8c      ||  1839.36 |  1905.08 |   +4%  ||     0.63 |     0.63 |   +0%  |  0.1435 |
+| 8d      ||   604.67 |   540.94 |  -11%  ||     0.63 |     0.63 |   +0%  |  0.0687 |
 | 9a      ||   572.68 |   598.05 |   +4%  ||     0.63 |     0.63 |   +0%  |  0.5436 |
+| 9b      ||   463.05 |   421.96 |   -9%  ||     0.63 |     0.63 |   +0%  |  0.2720 |
-| 9c      ||   559.36 |   628.08 |  +12%  ||     0.63 |     0.63 |   +0%  |  0.0999 |
+| 9d      ||   983.99 |   924.57 |   -6%  ||     0.63 |     0.63 |   +0%  |  0.1856 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     || 44289.45 | 44095.70 |   -0%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   +0%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkStarSchema - single-threaded

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +1%
Configuration Overview - click to expand
 +Configuration Overview---+-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_43b228e1bc09ffbd5956577684cb99d0e060df1c_st.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_st.json |
 +-------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                          | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                          |
 |  benchmark_mode         | Ordered                                                                                                                                 | Ordered                                                                                                                                 |
 |  build_type             | release                                                                                                                                 | release                                                                                                                                 |
 |  chunk_indexes          | False                                                                                                                                   | False                                                                                                                                   |
 |  chunk_size             | 65535                                                                                                                                   | 65535                                                                                                                                   |
 |  clients                | 1                                                                                                                                       | 1                                                                                                                                       |
 |  compiler               | clang 15.0.7                                                                                                                            | clang 15.0.7                                                                                                                            |
 |  cores                  | 0                                                                                                                                       | 0                                                                                                                                       |
 |  data_preparation_cores | 0                                                                                                                                       | 0                                                                                                                                       |
 |  date                   | 2024-05-06 02:12:42                                                                                                                     | 2024-05-06 05:51:25                                                                                                                     |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                                                 | {'default': {'encoding': 'Dictionary'}}                                                                                                 |
 |  max_duration           | 60000000000                                                                                                                             | 60000000000                                                                                                                             |
 |  max_runs               | 50                                                                                                                                      | 50                                                                                                                                      |
 |  scale_factor           | 10.0                                                                                                                                    | 10.0                                                                                                                                    |
 |  time_unit              | ns                                                                                                                                      | ns                                                                                                                                      |
 |  using_scheduler        | False                                                                                                                                   | False                                                                                                                                   |
 |  verify                 | False                                                                                                                                   | False                                                                                                                                   |
 |  warmup_duration        | 1000000000                                                                                                                              | 1000000000                                                                                                                              |
 +-------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |     new |        ||      old |      new |        |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | 1.1     ||   329.33 |  332.50 |   +1%˄ ||     3.04 |     3.01 |   -1%˄ | (run time too short) |
 | 1.2     ||   156.11 |  159.02 |   +2%˄ ||     6.41 |     6.29 |   -2%˄ | (run time too short) |
+| 1.3     ||   157.34 |  145.97 |   -7%˄ ||     6.36 |     6.85 |   +8%˄ | (run time too short) |
 | 2.1     ||   559.94 |  557.42 |   -0%˄ ||     1.79 |     1.79 |   +0%˄ | (run time too short) |
 | 2.2     ||   298.40 |  295.01 |   -1%˄ ||     3.35 |     3.39 |   +1%˄ | (run time too short) |
 | 2.3     ||   200.77 |  198.97 |   -1%˄ ||     4.98 |     5.03 |   +1%˄ | (run time too short) |
 | 3.1     ||  3031.41 | 3005.88 |   -1%  ||     0.33 |     0.33 |   +1%  |               0.5178 |
 | 3.2     ||   300.69 |  297.14 |   -1%˄ ||     3.33 |     3.37 |   +1%˄ | (run time too short) |
 | 3.3     ||   153.06 |  149.53 |   -2%˄ ||     6.53 |     6.69 |   +2%˄ | (run time too short) |
 | 3.4     ||   145.34 |  142.55 |   -2%˄ ||     6.88 |     7.01 |   +2%˄ | (run time too short) |
 | 4.1     ||  2992.40 | 2972.08 |   -1%  ||     0.33 |     0.34 |   +1%  |               0.3774 |
 | 4.2     ||   878.17 |  883.71 |   +1%˄ ||     1.14 |     1.13 |   -1%˄ | (run time too short) |
 | 4.3     ||   274.01 |  267.48 |   -2%˄ ||     3.65 |     3.74 |   +2%˄ | (run time too short) |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Sum     ||  9476.96 | 9407.28 |   -1%  ||          |          |        |                      |
 | Geomean ||          |         |        ||          |          |   +1%  |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                        |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkStarSchema - multi-threaded, ordered, 1 client, 28 cores

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---------+-------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_43b228e1bc09ffbd5956577684cb99d0e060df1c_mt_ordered.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_mt_ordered.json |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                                  | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                                  |
 |  benchmark_mode               | Ordered                                                                                                                                         | Ordered                                                                                                                                         |
 |  build_type                   | release                                                                                                                                         | release                                                                                                                                         |
 |  chunk_indexes                | False                                                                                                                                           | False                                                                                                                                           |
 |  chunk_size                   | 65535                                                                                                                                           | 65535                                                                                                                                           |
 |  clients                      | 1                                                                                                                                               | 1                                                                                                                                               |
 |  compiler                     | clang 15.0.7                                                                                                                                    | clang 15.0.7                                                                                                                                    |
 |  cores                        | 28                                                                                                                                              | 28                                                                                                                                              |
 |  data_preparation_cores       | 0                                                                                                                                               | 0                                                                                                                                               |
 |  date                         | 2024-05-06 02:18:18                                                                                                                             | 2024-05-06 05:56:59                                                                                                                             |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                         | {'default': {'encoding': 'Dictionary'}}                                                                                                         |
 |  max_duration                 | 60000000000                                                                                                                                     | 60000000000                                                                                                                                     |
 |  max_runs                     | 50                                                                                                                                              | 50                                                                                                                                              |
 |  scale_factor                 | 10.0                                                                                                                                            | 10.0                                                                                                                                            |
 |  time_unit                    | ns                                                                                                                                              | ns                                                                                                                                              |
 |  using_scheduler              | True                                                                                                                                            | True                                                                                                                                            |
 |  utilized_cores_per_numa_node | [0, 0, 0, 28]                                                                                                                                   | [0, 0, 0, 28]                                                                                                                                   |
 |  verify                       | False                                                                                                                                           | False                                                                                                                                           |
 |  warmup_duration              | 1000000000                                                                                                                                      | 1000000000                                                                                                                                      |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |     new |        ||      old |      new |        |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | 1.1     ||   102.47 |  104.37 |   +2%˄ ||     9.75 |     9.57 |   -2%˄ | (run time too short) |
 | 1.2     ||    88.55 |   90.26 |   +2%˄ ||    11.27 |    11.06 |   -2%˄ | (run time too short) |
 | 1.3     ||    84.95 |   84.30 |   -1%˄ ||    11.75 |    11.84 |   +1%˄ | (run time too short) |
 | 2.1     ||   337.10 |  341.55 |   +1%˄ ||     2.97 |     2.93 |   -1%˄ | (run time too short) |
 | 2.2     ||   166.48 |  164.66 |   -1%˄ ||     6.00 |     6.07 |   +1%˄ | (run time too short) |
 | 2.3     ||    60.34 |   59.19 |   -2%˄ ||    16.53 |    16.86 |   +2%˄ | (run time too short) |
 | 3.1     ||   831.80 |  840.04 |   +1%˄ ||     1.20 |     1.19 |   -1%˄ | (run time too short) |
 | 3.2     ||   158.18 |  157.50 |   -0%˄ ||     6.32 |     6.34 |   +0%˄ | (run time too short) |
 | 3.3     ||    81.19 |   80.34 |   -1%˄ ||    12.29 |    12.42 |   +1%˄ | (run time too short) |
 | 3.4     ||    76.16 |   75.36 |   -1%˄ ||    13.11 |    13.25 |   +1%˄ | (run time too short) |
 | 4.1     ||   704.89 |  694.92 |   -1%˄ ||     1.42 |     1.44 |   +1%˄ | (run time too short) |
 | 4.2     ||   389.69 |  390.18 |   +0%˄ ||     2.57 |     2.56 |   -0%˄ | (run time too short) |
 | 4.3     ||   117.29 |  114.96 |   -2%˄ ||     8.51 |     8.69 |   +2%˄ | (run time too short) |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Sum     ||  3199.10 | 3197.62 |   -0%  ||          |          |        |                      |
 | Geomean ||          |         |        ||          |          |   +0%  |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                        |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkStarSchema - multi-threaded, shuffled, 28 clients, 28 cores

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---------+-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_43b228e1bc09ffbd5956577684cb99d0e060df1c_mt.json | /home/Martin.Boissier/hyrise/rel_clang/benchmark_all_results/hyriseBenchmarkStarSchema_556e8941a1168263ed4aedb7bf6bb4aaf25e8e28_mt.json |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | 43b228e1bc09ffbd5956577684cb99d0e060df1c-dirty                                                                                          | 556e8941a1168263ed4aedb7bf6bb4aaf25e8e28-dirty                                                                                          |
 |  benchmark_mode               | Shuffled                                                                                                                                | Shuffled                                                                                                                                |
 |  build_type                   | release                                                                                                                                 | release                                                                                                                                 |
 |  chunk_indexes                | False                                                                                                                                   | False                                                                                                                                   |
 |  chunk_size                   | 65535                                                                                                                                   | 65535                                                                                                                                   |
 |  clients                      | 28                                                                                                                                      | 28                                                                                                                                      |
 |  compiler                     | clang 15.0.7                                                                                                                            | clang 15.0.7                                                                                                                            |
 |  cores                        | 28                                                                                                                                      | 28                                                                                                                                      |
 |  data_preparation_cores       | 0                                                                                                                                       | 0                                                                                                                                       |
 |  date                         | 2024-05-06 02:21:41                                                                                                                     | 2024-05-06 06:00:22                                                                                                                     |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                 | {'default': {'encoding': 'Dictionary'}}                                                                                                 |
 |  max_duration                 | 1200000000000                                                                                                                           | 1200000000000                                                                                                                           |
 |  max_runs                     | -1                                                                                                                                      | -1                                                                                                                                      |
 |  scale_factor                 | 10.0                                                                                                                                    | 10.0                                                                                                                                    |
 |  time_unit                    | ns                                                                                                                                      | ns                                                                                                                                      |
 |  using_scheduler              | True                                                                                                                                    | True                                                                                                                                    |
 |  utilized_cores_per_numa_node | [0, 0, 0, 28]                                                                                                                           | [0, 0, 0, 28]                                                                                                                           |
 |  verify                       | False                                                                                                                                   | False                                                                                                                                   |
 |  warmup_duration              | 0                                                                                                                                       | 0                                                                                                                                       |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | 1.1     ||   632.85 |   632.78 |   -0%  ||     2.17 |     2.17 |   +0%  |  0.9976 |
-| 1.2     ||   357.54 |   396.27 |  +11%  ||     2.17 |     2.17 |   +0%  |  0.0297 |
 | 1.3     ||   341.91 |   348.70 |   +2%  ||     2.17 |     2.17 |   +0%  |  0.6732 |
 | 2.1     ||  1611.31 |  1576.18 |   -2%  ||     2.16 |     2.17 |   +0%  |  0.3418 |
 | 2.2     ||   839.49 |   852.46 |   +2%  ||     2.16 |     2.17 |   +0%  |  0.6349 |
 | 2.3     ||   296.67 |   291.10 |   -2%  ||     2.17 |     2.17 |   +0%  |  0.6995 |
 | 3.1     ||  2531.29 |  2544.61 |   +1%  ||     2.16 |     2.17 |   +0%  |  0.7268 |
 | 3.2     ||   765.15 |   764.89 |   -0%  ||     2.16 |     2.17 |   +0%  |  0.9912 |
 | 3.3     ||   391.00 |   407.56 |   +4%  ||     2.17 |     2.17 |   +0%  |  0.3771 |
+| 3.4     ||   428.03 |   401.59 |   -6%  ||     2.17 |     2.17 |   +0%  |  0.1771 |
 | 4.1     ||  2196.09 |  2187.26 |   -0%  ||     2.16 |     2.17 |   +0%  |  0.8125 |
 | 4.2     ||  1939.11 |  1857.37 |   -4%  ||     2.16 |     2.17 |   +0%  |  0.0431 |
 | 4.3     ||   577.74 |   600.66 |   +4%  ||     2.17 |     2.17 |   +0%  |  0.2694 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     || 12908.18 | 12861.42 |   -0%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   +0%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

@Bouncner Bouncner added the FullCI Run all CI tests (slow, but required for merge) label May 22, 2024
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dey4ss commented May 23, 2024

@Bouncner looks fine

System

nemea - click to expand
property value
Hostname nemea
CPU Intel(R) Xeon(R) Platinum 8180 CPU @ 2.50GHz
Memory 680GB
numactl nodebind: 0 1 2 3
numactl membind: 0 1 2 3

Commit Info and Build Time

commit date message build time
f8f0db4 27.03.2024 10:10 Ensure intended results for optimizer rule tests (#2567) real 341.67 user 3398.57 sys 110.67
b3b0c86 16.05.2024 10:13 Update compare_benchmarks.py real 354.28 user 3458.17 sys 112.40

hyriseBenchmarkTPCH - single-threaded, SF 10.0

Sum of avg. item runtimes: -0% || Geometric mean of throughput changes: -1%
Configuration Overview - click to expand
 +Configuration Overview----+----------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkTPCH_f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91_st.json | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkTPCH_b3b0c86fc42c8c6f8631df85704d47162d01641d_st.json |
 +--------------------------+----------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91-dirty                                                                                         | b3b0c86fc42c8c6f8631df85704d47162d01641d-dirty                                                                                         |
 |  benchmark_mode          | Ordered                                                                                                                                | Ordered                                                                                                                                |
 |  build_type              | release                                                                                                                                | release                                                                                                                                |
 |  chunk_indexes           | False                                                                                                                                  | False                                                                                                                                  |
 |  chunk_size              | 65535                                                                                                                                  | 65535                                                                                                                                  |
 |  clients                 | 1                                                                                                                                      | 1                                                                                                                                      |
 |  clustering              | None                                                                                                                                   | None                                                                                                                                   |
 |  compiler                | clang 15.0.7                                                                                                                           | clang 15.0.7                                                                                                                           |
 |  cores                   | 0                                                                                                                                      | 0                                                                                                                                      |
 |  data_preparation_cores  | 0                                                                                                                                      | 0                                                                                                                                      |
 |  date                    | 2024-05-22 13:56:07                                                                                                                    | 2024-05-22 17:32:39                                                                                                                    |
 |  encoding                | {'default': {'encoding': 'Dictionary'}}                                                                                                | {'default': {'encoding': 'Dictionary'}}                                                                                                |
 |  max_duration            | 60000000000                                                                                                                            | 60000000000                                                                                                                            |
 |  max_runs                | 50                                                                                                                                     | 50                                                                                                                                     |
 |  scale_factor            | 10.0                                                                                                                                   | 10.0                                                                                                                                   |
 |  time_unit               | ns                                                                                                                                     | ns                                                                                                                                     |
 |  use_prepared_statements | False                                                                                                                                  | False                                                                                                                                  |
 |  using_scheduler         | False                                                                                                                                  | False                                                                                                                                  |
 |  verify                  | False                                                                                                                                  | False                                                                                                                                  |
 |  warmup_duration         | 1000000000                                                                                                                             | 1000000000                                                                                                                             |
 +--------------------------+----------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |      new |        ||      old |      new |        |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | TPC-H 01 ||  6487.39 |  6486.41 |   -0%  ||     0.15 |     0.15 |   +0%  |               0.9929 |
-| TPC-H 02 ||    43.83 |    50.34 |  +15%˄ ||    22.81 |    19.87 |  -13%˄ | (run time too short) |
 | TPC-H 03 ||  1389.95 |  1346.21 |   -3%  ||     0.72 |     0.74 |   +3%  |               0.0245 |
 | TPC-H 04 ||  1420.44 |  1434.78 |   +1%  ||     0.70 |     0.70 |   -1%  |               0.4264 |
 | TPC-H 05 ||  2207.30 |  2190.44 |   -1%  ||     0.45 |     0.46 |   +1%  |               0.2842 |
+| TPC-H 06 ||   166.74 |   153.62 |   -8%˄ ||     6.00 |     6.51 |   +9%˄ | (run time too short) |
 | TPC-H 07 ||   813.77 |   835.66 |   +3%˄ ||     1.23 |     1.20 |   -3%˄ | (run time too short) |
 | TPC-H 08 ||   503.00 |   522.91 |   +4%˄ ||     1.99 |     1.91 |   -4%˄ | (run time too short) |
 | TPC-H 09 ||  5123.48 |  5165.29 |   +1%  ||     0.20 |     0.19 |   -1%  |               0.1802 |
+| TPC-H 10 ||  1700.15 |  1305.53 |  -23%  ||     0.59 |     0.77 |  +30%  |               0.0000 |
 | TPC-H 11 ||    60.92 |    63.48 |   +4%˄ ||    16.41 |    15.75 |   -4%˄ | (run time too short) |
 | TPC-H 12 ||   916.07 |   940.14 |   +3%˄ ||     1.09 |     1.06 |   -3%˄ | (run time too short) |
 | TPC-H 13 ||  5184.25 |  5004.15 |   -3%  ||     0.19 |     0.20 |   +4%  |               0.0053 |
 | TPC-H 14 ||   417.70 |   435.80 |   +4%˄ ||     2.39 |     2.29 |   -4%˄ | (run time too short) |
+| TPC-H 15 ||   198.72 |   188.33 |   -5%˄ ||     5.03 |     5.31 |   +6%˄ | (run time too short) |
 | TPC-H 16 ||   564.78 |   586.89 |   +4%˄ ||     1.77 |     1.70 |   -4%˄ | (run time too short) |
 | TPC-H 17 ||   219.17 |   223.36 |   +2%˄ ||     4.56 |     4.48 |   -2%˄ | (run time too short) |
 | TPC-H 18 ||  1732.81 |  1795.67 |   +4%  ||     0.58 |     0.56 |   -4%  |               0.1609 |
 | TPC-H 19 ||   216.25 |   224.33 |   +4%˄ ||     4.62 |     4.46 |   -4%˄ | (run time too short) |
-| TPC-H 20 ||   494.77 |   554.95 |  +12%˄ ||     2.02 |     1.80 |  -11%˄ | (run time too short) |
-| TPC-H 21 ||  3871.73 |  4061.83 |   +5%  ||     0.26 |     0.25 |   -5%  |               0.0005 |
 | TPC-H 22 ||   425.57 |   429.98 |   +1%˄ ||     2.35 |     2.33 |   -1%˄ | (run time too short) |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum      || 34158.79 | 34000.10 |   -0%  ||          |          |        |                      |
 | Geomean  ||          |          |        ||          |          |   -1%  |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                         |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - single-threaded, SF 0.01

Sum of avg. item runtimes: +3% || Geometric mean of throughput changes: -5%
Configuration Overview - click to expand
 +Configuration Overview----+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkTPCH_f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91_st_s01.json | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkTPCH_b3b0c86fc42c8c6f8631df85704d47162d01641d_st_s01.json |
 +--------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                | f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91-dirty                                                                                             | b3b0c86fc42c8c6f8631df85704d47162d01641d-dirty                                                                                             |
 |  benchmark_mode          | Ordered                                                                                                                                    | Ordered                                                                                                                                    |
 |  build_type              | release                                                                                                                                    | release                                                                                                                                    |
 |  chunk_indexes           | False                                                                                                                                      | False                                                                                                                                      |
 |  chunk_size              | 65535                                                                                                                                      | 65535                                                                                                                                      |
 |  clients                 | 1                                                                                                                                          | 1                                                                                                                                          |
 |  clustering              | None                                                                                                                                       | None                                                                                                                                       |
 |  compiler                | clang 15.0.7                                                                                                                               | clang 15.0.7                                                                                                                               |
 |  cores                   | 0                                                                                                                                          | 0                                                                                                                                          |
 |  data_preparation_cores  | 0                                                                                                                                          | 0                                                                                                                                          |
 |  date                    | 2024-05-22 14:11:53                                                                                                                        | 2024-05-22 17:48:28                                                                                                                        |
 |  encoding                | {'default': {'encoding': 'Dictionary'}}                                                                                                    | {'default': {'encoding': 'Dictionary'}}                                                                                                    |
 |  max_duration            | 60000000000                                                                                                                                | 60000000000                                                                                                                                |
 |  max_runs                | 50                                                                                                                                         | 50                                                                                                                                         |
 |  scale_factor            | 0.009999999776482582                                                                                                                       | 0.009999999776482582                                                                                                                       |
 |  time_unit               | ns                                                                                                                                         | ns                                                                                                                                         |
 |  use_prepared_statements | False                                                                                                                                      | False                                                                                                                                      |
 |  using_scheduler         | False                                                                                                                                      | False                                                                                                                                      |
 |  verify                  | False                                                                                                                                      | False                                                                                                                                      |
 |  warmup_duration         | 1000000000                                                                                                                                 | 1000000000                                                                                                                                 |
 +--------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------+
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |     new |        ||      old |      new |        |                      |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | TPC-H 01 ||     5.34 |    5.34 |   +0%˄ ||   187.37 |   187.24 |   -0%˄ | (run time too short) |
-| TPC-H 02 ||     4.29 |    4.69 |   +9%˄ ||   233.07 |   213.26 |   -8%˄ | (run time too short) |
-| TPC-H 03 ||     0.55 |    0.59 |   +8%˄ ||  1809.40 |  1682.19 |   -7%˄ | (run time too short) |
-| TPC-H 04 ||     0.39 |    0.45 |  +14%˄ ||  2534.43 |  2226.20 |  -12%˄ | (run time too short) |
-| TPC-H 05 ||     0.98 |    1.05 |   +7%˄ ||  1018.51 |   954.90 |   -6%˄ | (run time too short) |
-| TPC-H 06 ||     0.18 |    0.19 |   +8%˄ ||  5606.63 |  5191.29 |   -7%˄ | (run time too short) |
 | TPC-H 07 ||    11.51 |   11.87 |   +3%˄ ||    86.87 |    84.25 |   -3%˄ | (run time too short) |
 | TPC-H 08 ||    16.11 |   16.70 |   +4%˄ ||    62.05 |    59.89 |   -3%˄ | (run time too short) |
+| TPC-H 09 ||     3.92 |    3.36 |  -14%˄ ||   254.93 |   297.71 |  +17%˄ | (run time too short) |
+| TPC-H 10 ||     0.78 |    0.67 |  -14%˄ ||  1281.77 |  1483.50 |  +16%˄ | (run time too short) |
-| TPC-H 11 ||     0.19 |    0.22 |  +16%˄ ||  5213.46 |  4498.76 |  -14%˄ | (run time too short) |
-| TPC-H 12 ||     0.58 |    0.61 |   +6%˄ ||  1727.60 |  1629.31 |   -6%˄ | (run time too short) |
 | TPC-H 13 ||     2.05 |    2.09 |   +2%˄ ||   488.03 |   478.65 |   -2%˄ | (run time too short) |
-| TPC-H 14 ||     0.32 |    0.35 |  +10%˄ ||  3084.26 |  2813.06 |   -9%˄ | (run time too short) |
 | TPC-H 15 ||     1.31 |    1.37 |   +4%˄ ||   758.27 |   727.25 |   -4%˄ | (run time too short) |
 | TPC-H 16 ||     2.30 |    2.34 |   +2%˄ ||   434.77 |   427.42 |   -2%˄ | (run time too short) |
-| TPC-H 17 ||     0.72 |    0.87 |  +21%˄ ||  1383.69 |  1147.86 |  -17%˄ | (run time too short) |
 | TPC-H 18 ||     1.13 |    1.18 |   +4%˄ ||   884.45 |   848.74 |   -4%˄ | (run time too short) |
 | TPC-H 19 ||     5.93 |    6.05 |   +2%˄ ||   168.46 |   165.19 |   -2%˄ | (run time too short) |
 | TPC-H 20 ||     2.74 |    2.86 |   +4%˄ ||   365.05 |   349.49 |   -4%˄ | (run time too short) |
-| TPC-H 21 ||     1.01 |    1.19 |  +17%˄ ||   985.49 |   840.67 |  -15%˄ | (run time too short) |
-| TPC-H 22 ||     1.17 |    1.23 |   +5%˄ ||   850.86 |   813.68 |   -4%˄ | (run time too short) |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 | Sum      ||    63.51 |   65.25 |   +3%  ||          |          |        |                      |
-| Geomean  ||          |         |        ||          |          |   -5%  |                      |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                        |
 +----------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, ordered, 1 client, 28 cores, SF 10.0

Sum of avg. item runtimes: -6% || Geometric mean of throughput changes: +8%
Configuration Overview - click to expand
 +Configuration Overview---------+------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkTPCH_f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91_mt_ordered.json | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkTPCH_b3b0c86fc42c8c6f8631df85704d47162d01641d_mt_ordered.json |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91-dirty                                                                                                 | b3b0c86fc42c8c6f8631df85704d47162d01641d-dirty                                                                                                 |
 |  benchmark_mode               | Ordered                                                                                                                                        | Ordered                                                                                                                                        |
 |  build_type                   | release                                                                                                                                        | release                                                                                                                                        |
 |  chunk_indexes                | False                                                                                                                                          | False                                                                                                                                          |
 |  chunk_size                   | 65535                                                                                                                                          | 65535                                                                                                                                          |
 |  clients                      | 1                                                                                                                                              | 1                                                                                                                                              |
 |  clustering                   | None                                                                                                                                           | None                                                                                                                                           |
 |  compiler                     | clang 15.0.7                                                                                                                                   | clang 15.0.7                                                                                                                                   |
 |  cores                        | 28                                                                                                                                             | 28                                                                                                                                             |
 |  data_preparation_cores       | 0                                                                                                                                              | 0                                                                                                                                              |
 |  date                         | 2024-05-22 14:12:18                                                                                                                            | 2024-05-22 17:48:54                                                                                                                            |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                        | {'default': {'encoding': 'Dictionary'}}                                                                                                        |
 |  max_duration                 | 60000000000                                                                                                                                    | 60000000000                                                                                                                                    |
 |  max_runs                     | 50                                                                                                                                             | 50                                                                                                                                             |
 |  scale_factor                 | 10.0                                                                                                                                           | 10.0                                                                                                                                           |
 |  time_unit                    | ns                                                                                                                                             | ns                                                                                                                                             |
 |  use_prepared_statements      | False                                                                                                                                          | False                                                                                                                                          |
 |  using_scheduler              | True                                                                                                                                           | True                                                                                                                                           |
 |  utilized_cores_per_numa_node | [0, 0, 28]                                                                                                                                     | [0, 0, 28]                                                                                                                                     |
 |  verify                       | False                                                                                                                                          | False                                                                                                                                          |
 |  warmup_duration              | 1000000000                                                                                                                                     | 1000000000                                                                                                                                     |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |          ||      old |      new |        ||      old |      new |        |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
+| TPC-H 01 ||  4677.52 |  4676.93 |   -0%  ||     0.20 |     0.21 |   +7%  | (run time too short) |
+| TPC-H 02 ||    63.49 |    62.05 |   -2%˄ ||    14.52 |    16.07 |  +11%˄ | (run time too short) |
 | TPC-H 03 ||   606.73 |   589.45 |   -3%˄ ||     1.63 |     1.70 |   +4%˄ | (run time too short) |
 | TPC-H 04 ||   517.21 |   506.23 |   -2%˄ ||     1.92 |     1.97 |   +3%˄ | (run time too short) |
 | TPC-H 05 ||   516.19 |   513.89 |   -0%˄ ||     1.92 |     1.95 |   +1%˄ | (run time too short) |
+| TPC-H 06 ||    64.33 |    60.78 |   -6%˄ ||    14.41 |    16.41 |  +14%˄ | (run time too short) |
+| TPC-H 07 ||   273.37 |   265.88 |   -3%˄ ||     3.59 |     3.76 |   +5%˄ | (run time too short) |
 | TPC-H 08 ||   251.27 |   251.54 |   +0%˄ ||     3.90 |     3.97 |   +2%˄ | (run time too short) |
 | TPC-H 09 ||  1698.05 |  1651.62 |   -3%  ||     0.58 |     0.61 |   +4%  |               0.0004 |
+| TPC-H 10 ||  1007.54 |   541.83 |  -46%˄ ||     0.99 |     1.85 |  +87%˄ | (run time too short) |
-| TPC-H 11 ||    58.68 |    62.49 |   +6%˄ ||    15.57 |    15.97 |   +3%˄ | (run time too short) |
 | TPC-H 12 ||   459.59 |   455.43 |   -1%˄ ||     2.15 |     2.19 |   +2%˄ | (run time too short) |
+| TPC-H 13 ||  2365.01 |  2222.22 |   -6%  ||     0.42 |     0.45 |   +8%  |               0.0000 |
+| TPC-H 14 ||   146.07 |   144.64 |   -1%˄ ||     6.60 |     6.91 |   +5%˄ | (run time too short) |
+| TPC-H 15 ||   147.75 |   141.24 |   -4%˄ ||     6.54 |     7.07 |   +8%˄ | (run time too short) |
 | TPC-H 16 ||   629.19 |   627.52 |   -0%˄ ||     1.58 |     1.59 |   +1%˄ | (run time too short) |
+| TPC-H 17 ||    77.24 |    76.46 |   -1%˄ ||    12.09 |    13.05 |   +8%˄ | (run time too short) |
+| TPC-H 18 ||  2486.13 |  2170.62 |  -13%  ||     0.40 |     0.46 |  +15%  |               0.0000 |
+| TPC-H 19 ||   128.18 |   124.05 |   -3%˄ ||     7.53 |     8.05 |   +7%˄ | (run time too short) |
-| TPC-H 20 ||   199.20 |   209.25 |   +5%˄ ||     4.90 |     4.78 |   -3%˄ | (run time too short) |
 | TPC-H 21 ||   851.20 |   874.55 |   +3%˄ ||     1.17 |     1.14 |   -2%˄ | (run time too short) |
 | TPC-H 22 ||   141.58 |   143.94 |   +2%˄ ||     6.80 |     6.94 |   +2%˄ | (run time too short) |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
+| Sum      || 17365.52 | 16372.61 |   -6%  ||          |          |        |                      |
+| Geomean  ||          |          |        ||          |          |   +8%  |                      |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                         |
 +----------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCH - multi-threaded, shuffled, 28 clients, 28 cores, SF 10.0

Sum of avg. item runtimes: -2% || Geometric mean of throughput changes: +2%
Configuration Overview - click to expand
 +Configuration Overview---------+----------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkTPCH_f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91_mt.json | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkTPCH_b3b0c86fc42c8c6f8631df85704d47162d01641d_mt.json |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91-dirty                                                                                         | b3b0c86fc42c8c6f8631df85704d47162d01641d-dirty                                                                                         |
 |  benchmark_mode               | Shuffled                                                                                                                               | Shuffled                                                                                                                               |
 |  build_type                   | release                                                                                                                                | release                                                                                                                                |
 |  chunk_indexes                | False                                                                                                                                  | False                                                                                                                                  |
 |  chunk_size                   | 65535                                                                                                                                  | 65535                                                                                                                                  |
 |  clients                      | 28                                                                                                                                     | 28                                                                                                                                     |
 |  clustering                   | None                                                                                                                                   | None                                                                                                                                   |
 |  compiler                     | clang 15.0.7                                                                                                                           | clang 15.0.7                                                                                                                           |
 |  cores                        | 28                                                                                                                                     | 28                                                                                                                                     |
 |  data_preparation_cores       | 0                                                                                                                                      | 0                                                                                                                                      |
 |  date                         | 2024-05-22 14:23:38                                                                                                                    | 2024-05-22 18:00:15                                                                                                                    |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                | {'default': {'encoding': 'Dictionary'}}                                                                                                |
 |  max_duration                 | 1200000000000                                                                                                                          | 1200000000000                                                                                                                          |
 |  max_runs                     | -1                                                                                                                                     | -1                                                                                                                                     |
 |  scale_factor                 | 10.0                                                                                                                                   | 10.0                                                                                                                                   |
 |  time_unit                    | ns                                                                                                                                     | ns                                                                                                                                     |
 |  use_prepared_statements      | False                                                                                                                                  | False                                                                                                                                  |
 |  using_scheduler              | True                                                                                                                                   | True                                                                                                                                   |
 |  utilized_cores_per_numa_node | [0, 0, 28]                                                                                                                             | [0, 0, 28]                                                                                                                             |
 |  verify                       | False                                                                                                                                  | False                                                                                                                                  |
 |  warmup_duration              | 0                                                                                                                                      | 0                                                                                                                                      |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+--------++----------+----------+--------+---------+
 | Item     || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |          ||      old |      new |        ||      old |      new |        |         |
 +----------++----------+----------+--------++----------+----------+--------+---------+
+| TPC-H 01 ||  6734.99 |  6386.85 |   -5%  ||     0.54 |     0.55 |   +2%  |  0.0035 |
+| TPC-H 02 ||   345.55 |   272.38 |  -21%  ||     0.55 |     0.56 |   +2%  |  0.1662 |
-| TPC-H 03 ||  2241.41 |  2411.12 |   +8%  ||     0.55 |     0.56 |   +2%  |  0.2910 |
 | TPC-H 04 ||  2075.95 |  2030.58 |   -2%  ||     0.55 |     0.56 |   +2%  |  0.7644 |
-| TPC-H 05 ||  3124.89 |  3296.65 |   +5%  ||     0.54 |     0.56 |   +2%  |  0.4088 |
+| TPC-H 06 ||   651.96 |   620.49 |   -5%  ||     0.55 |     0.56 |   +2%  |  0.7194 |
 | TPC-H 07 ||  2666.78 |  2680.86 |   +1%  ||     0.54 |     0.56 |   +2%  |  0.9435 |
+| TPC-H 08 ||  2018.93 |  1909.74 |   -5%  ||     0.54 |     0.56 |   +2%  |  0.5568 |
+| TPC-H 09 ||  5500.26 |  5109.36 |   -7%  ||     0.55 |     0.56 |   +2%  |  0.0935 |
+| TPC-H 10 ||  3246.71 |  2961.42 |   -9%  ||     0.54 |     0.55 |   +2%  |  0.1483 |
-| TPC-H 11 ||   351.79 |   471.33 |  +34%  ||     0.55 |     0.56 |   +2%  |  0.1025 |
+| TPC-H 12 ||  2269.80 |  2071.48 |   -9%  ||     0.55 |     0.56 |   +2%  |  0.2468 |
 | TPC-H 13 ||  4920.44 |  4916.74 |   -0%  ||     0.54 |     0.55 |   +2%  |  0.9764 |
+| TPC-H 14 ||  1040.24 |   952.19 |   -8%  ||     0.55 |     0.56 |   +2%  |  0.4801 |
+| TPC-H 15 ||   624.37 |   543.10 |  -13%  ||     0.55 |     0.56 |   +2%  |  0.3149 |
-| TPC-H 16 ||  1746.84 |  1840.09 |   +5%  ||     0.55 |     0.56 |   +2%  |  0.5071 |
 | TPC-H 17 ||   661.98 |   661.34 |   -0%  ||     0.55 |     0.56 |   +2%  |  0.9944 |
 | TPC-H 18 ||  3705.77 |  3557.02 |   -4%  ||     0.55 |     0.56 |   +2%  |  0.2346 |
 | TPC-H 19 ||   905.06 |   914.44 |   +1%  ||     0.55 |     0.56 |   +2%  |  0.9316 |
 | TPC-H 20 ||  1376.18 |  1407.26 |   +2%  ||     0.55 |     0.56 |   +2%  |  0.8101 |
 | TPC-H 21 ||  3901.37 |  4057.12 |   +4%  ||     0.55 |     0.56 |   +2%  |  0.4561 |
-| TPC-H 22 ||   768.53 |   902.35 |  +17%  ||     0.55 |     0.56 |   +2%  |  0.1814 |
 +----------++----------+----------+--------++----------+----------+--------+---------+
 | Sum      || 50879.78 | 49973.93 |   -2%  ||          |          |        |         |
 | Geomean  ||          |          |        ||          |          |   +2%  |         |
 +----------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCDS - single-threaded

Sum of avg. item runtimes: +7% || Geometric mean of throughput changes: -2%
Configuration Overview - click to expand
 +Configuration Overview---+-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkTPCDS_f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91_st.json | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkTPCDS_b3b0c86fc42c8c6f8631df85704d47162d01641d_st.json |
 +-------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91-dirty                                                                                          | b3b0c86fc42c8c6f8631df85704d47162d01641d-dirty                                                                                          |
 |  benchmark_mode         | Ordered                                                                                                                                 | Ordered                                                                                                                                 |
 |  build_type             | release                                                                                                                                 | release                                                                                                                                 |
 |  chunk_indexes          | False                                                                                                                                   | False                                                                                                                                   |
 |  chunk_size             | 65535                                                                                                                                   | 65535                                                                                                                                   |
 |  clients                | 1                                                                                                                                       | 1                                                                                                                                       |
 |  compiler               | clang 15.0.7                                                                                                                            | clang 15.0.7                                                                                                                            |
 |  cores                  | 0                                                                                                                                       | 0                                                                                                                                       |
 |  data_preparation_cores | 0                                                                                                                                       | 0                                                                                                                                       |
 |  date                   | 2024-05-22 14:45:17                                                                                                                     | 2024-05-22 18:21:55                                                                                                                     |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                                                 | {'default': {'encoding': 'Dictionary'}}                                                                                                 |
 |  max_duration           | 60000000000                                                                                                                             | 60000000000                                                                                                                             |
 |  max_runs               | 50                                                                                                                                      | 50                                                                                                                                      |
 |  time_unit              | ns                                                                                                                                      | ns                                                                                                                                      |
 |  using_scheduler        | False                                                                                                                                   | False                                                                                                                                   |
 |  verify                 | False                                                                                                                                   | False                                                                                                                                   |
 |  warmup_duration        | 1000000000                                                                                                                              | 1000000000                                                                                                                              |
 +-------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+----------++----------+----------+----------+----------------------+
 | Item     || Latency (ms/iter)   |   Change || Throughput (iter/s) |   Change |              p-value |
 |          ||      old |      new |          ||      old |      new |          |                      |
 +----------++----------+----------+----------++----------+----------+----------+----------------------+
-| 01       ||   231.23 |   247.59 |     +7%˄ ||     4.32 |     4.04 |     -7%˄ | (run time too short) |
-| 03       ||    70.08 |    81.55 |    +16%˄ ||    14.27 |    12.26 |    -14%˄ | (run time too short) |
-| 06       ||   178.19 |   198.62 |    +11%˄ ||     5.61 |     5.03 |    -10%˄ | (run time too short) |
-| 07       ||   296.88 |   324.61 |     +9%˄ ||     3.37 |     3.08 |     -9%˄ | (run time too short) |
 | 09       ||   694.77 |   704.05 |     +1%˄ ||     1.44 |     1.42 |     -1%˄ | (run time too short) |
-| 10       ||   139.25 |   175.26 |    +26%˄ ||     7.18 |     5.71 |    -21%˄ | (run time too short) |
 | 13       ||   502.19 |   520.02 |     +4%˄ ||     1.99 |     1.92 |     -3%˄ | (run time too short) |
-| 15       ||   107.67 |   115.89 |     +8%˄ ||     9.29 |     8.63 |     -7%˄ | (run time too short) |
-| 16       ||    66.80 |    82.96 |    +24%˄ ||    14.97 |    12.05 |    -19%˄ | (run time too short) |
-| 17       ||   313.68 |   342.76 |     +9%˄ ||     3.19 |     2.92 |     -8%˄ | (run time too short) |
-| 19       ||   101.12 |   120.83 |    +19%˄ ||     9.89 |     8.28 |    -16%˄ | (run time too short) |
-| 25       ||   166.53 |   193.97 |    +16%˄ ||     6.00 |     5.16 |    -14%˄ | (run time too short) |
 | 26       ||   136.12 |   140.24 |     +3%˄ ||     7.35 |     7.13 |     -3%˄ | (run time too short) |
 | 28       ||   595.93 |   607.19 |     +2%˄ ||     1.68 |     1.65 |     -2%˄ | (run time too short) |
 | 29       ||   482.47 |   498.29 |     +3%˄ ||     2.07 |     2.01 |     -3%˄ | (run time too short) |
 | 31       ||  1318.13 |  1350.71 |     +2%  ||     0.76 |     0.74 |     -2%  |               0.0000 |
-| 32       ||    31.74 |    40.67 |    +28%˄ ||    31.51 |    24.59 |    -22%˄ | (run time too short) |
-| 34       ||   159.13 |   171.37 |     +8%˄ ||     6.28 |     5.84 |     -7%˄ | (run time too short) |
 | 35       ||   612.45 |   633.23 |     +3%˄ ||     1.63 |     1.58 |     -3%˄ | (run time too short) |
 | 37       ||   525.18 |   515.08 |     -2%˄ ||     1.90 |     1.94 |     +2%˄ | (run time too short) |
-| 39a      ||  1561.12 |  1794.22 |    +15%  ||     0.64 |     0.56 |    -13%  |               0.0000 |
-| 39b      ||  1531.66 |  1754.06 |    +15%  ||     0.65 |     0.57 |    -13%  |               0.0000 |
 | 41       ||   286.15 |   294.14 |     +3%˄ ||     3.49 |     3.40 |     -3%˄ | (run time too short) |
-| 42       ||    81.50 |   100.90 |    +24%˄ ||    12.27 |     9.91 |    -19%˄ | (run time too short) |
 | 43       ||   977.90 |   978.75 |     +0%˄ ||     1.02 |     1.02 |     -0%˄ | (run time too short) |
-| 45       ||   113.79 |   120.36 |     +6%˄ ||     8.79 |     8.31 |     -5%˄ | (run time too short) |
 | 48       ||  1052.91 |  1058.37 |     +1%˄ ||     0.95 |     0.94 |     -1%˄ | (run time too short) |
-| 50       ||   115.53 |   135.85 |    +18%˄ ||     8.66 |     7.36 |    -15%˄ | (run time too short) |
-| 52       ||    79.86 |    98.93 |    +24%˄ ||    12.52 |    10.11 |    -19%˄ | (run time too short) |
-| 55       ||    76.88 |    96.52 |    +26%˄ ||    13.01 |    10.36 |    -20%˄ | (run time too short) |
+| 62       ||   562.25 |   536.89 |     -5%˄ ||     1.78 |     1.86 |     +5%˄ | (run time too short) |
-| 65       ||  1575.67 |  1748.92 |    +11%  ||     0.63 |     0.57 |    -10%  |               0.0000 |
-| 69       ||   139.04 |   172.84 |    +24%˄ ||     7.19 |     5.79 |    -20%˄ | (run time too short) |
-| 73       ||    76.11 |    95.79 |    +26%˄ ||    13.14 |    10.44 |    -21%˄ | (run time too short) |
 | 79       ||   473.40 |   491.55 |     +4%˄ ||     2.11 |     2.03 |     -4%˄ | (run time too short) |
 | 81       ||   151.56 |   152.73 |     +1%˄ ||     6.60 |     6.55 |     -1%˄ | (run time too short) |
-| 82       ||   554.83 |   633.49 |    +14%˄ ||     1.80 |     1.58 |    -12%˄ | (run time too short) |
-| 83       ||    35.10 |    38.33 |     +9%˄ ||    28.49 |    26.09 |     -8%˄ | (run time too short) |
+| 85 -> 84 ||   172.03 |    13.80 |    -92%˄ ||     5.81 |    72.47 |  +1147%˄ | (run time too short) |
+| 88 -> 85 ||   625.23 |   159.35 |    -75%˄ ||     1.60 |     6.28 |   +292%˄ | (run time too short) |
-| 91 -> 88 ||    13.59 |   777.26 |  +5621%˄ ||    73.59 |     1.29 |    -98%˄ | (run time too short) |
+| 92 -> 91 ||    25.33 |    15.06 |    -41%˄ ||    39.47 |    66.41 |    +68%˄ | (run time too short) |
+| 93 -> 92 ||  3814.35 |    30.57 |    -99%˄ ||     0.26 |    32.70 | +12374%˄ | (run time too short) |
-| 94 -> 93 ||    37.41 |  3857.65 | +10213%˄ ||    26.73 |     0.26 |    -99%˄ | (run time too short) |
+| 95 -> 94 ||  4939.90 |    47.06 |    -99%˄ ||     0.20 |    21.25 | +10397%˄ | (run time too short) |
-| 96 -> 95 ||    59.30 |  5101.98 |  +8503%˄ ||    16.86 |     0.20 |    -99%˄ | (run time too short) |
+| 97 -> 96 ||  2640.85 |    78.33 |    -97%˄ ||     0.38 |    12.77 |  +3271%˄ | (run time too short) |
-| 99 -> 97 ||  1077.67 |  4289.91 |   +298%˄ ||     0.93 |     0.23 |    -75%˄ | (run time too short) |
 +----------++----------+----------+----------++----------+----------+----------+----------------------+
-| Sum      || 29580.49 | 31738.46 |     +7%  ||          |          |          |                      |
 | Geomean  ||          |          |          ||          |          |     -2%  |                      |
 +----------++----------+----------+----------++----------+----------+----------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                             |
 +----------++----------+----------+----------++----------+----------+----------+----------------------+

hyriseBenchmarkTPCDS - multi-threaded, ordered, 1 client, 28 cores

Sum of avg. item runtimes: -9% || Geometric mean of throughput changes: +16%
Configuration Overview - click to expand
 +Configuration Overview---------+-------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkTPCDS_f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91_mt_ordered.json | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkTPCDS_b3b0c86fc42c8c6f8631df85704d47162d01641d_mt_ordered.json |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91-dirty                                                                                                  | b3b0c86fc42c8c6f8631df85704d47162d01641d-dirty                                                                                                  |
 |  benchmark_mode               | Ordered                                                                                                                                         | Ordered                                                                                                                                         |
 |  build_type                   | release                                                                                                                                         | release                                                                                                                                         |
 |  chunk_indexes                | False                                                                                                                                           | False                                                                                                                                           |
 |  chunk_size                   | 65535                                                                                                                                           | 65535                                                                                                                                           |
 |  clients                      | 1                                                                                                                                               | 1                                                                                                                                               |
 |  compiler                     | clang 15.0.7                                                                                                                                    | clang 15.0.7                                                                                                                                    |
 |  cores                        | 28                                                                                                                                              | 28                                                                                                                                              |
 |  data_preparation_cores       | 0                                                                                                                                               | 0                                                                                                                                               |
 |  date                         | 2024-05-22 15:04:03                                                                                                                             | 2024-05-22 18:41:14                                                                                                                             |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                         | {'default': {'encoding': 'Dictionary'}}                                                                                                         |
 |  max_duration                 | 60000000000                                                                                                                                     | 60000000000                                                                                                                                     |
 |  max_runs                     | 50                                                                                                                                              | 50                                                                                                                                              |
 |  time_unit                    | ns                                                                                                                                              | ns                                                                                                                                              |
 |  using_scheduler              | True                                                                                                                                            | True                                                                                                                                            |
 |  utilized_cores_per_numa_node | [0, 0, 28]                                                                                                                                      | [0, 0, 28]                                                                                                                                      |
 |  verify                       | False                                                                                                                                           | False                                                                                                                                           |
 |  warmup_duration              | 1000000000                                                                                                                                      | 1000000000                                                                                                                                      |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+---------++----------+----------+---------+----------------------+
 | Item     || Latency (ms/iter)   |  Change || Throughput (iter/s) |  Change |              p-value |
 |          ||      old |      new |         ||      old |      new |         |                      |
 +----------++----------+----------+---------++----------+----------+---------+----------------------+
 | 01       ||   226.46 |   234.87 |    +4%˄ ||     4.33 |     4.26 |    -2%˄ | (run time too short) |
-| 03       ||    38.72 |    40.76 |    +5%˄ ||    23.77 |    24.43 |    +3%˄ | (run time too short) |
 | 06       ||   195.99 |   194.63 |    -1%˄ ||     4.97 |     5.13 |    +3%˄ | (run time too short) |
 | 07       ||   172.89 |   176.83 |    +2%˄ ||     5.62 |     5.65 |    +1%˄ | (run time too short) |
+| 09       ||   103.12 |   101.31 |    -2%˄ ||     9.18 |     9.86 |    +7%˄ | (run time too short) |
+| 10       ||    51.18 |    48.84 |    -5%˄ ||    17.13 |    20.42 |   +19%˄ | (run time too short) |
 | 13       ||   257.08 |   257.54 |    +0%˄ ||     3.81 |     3.88 |    +2%˄ | (run time too short) |
 | 15       ||    68.08 |    69.27 |    +2%˄ ||    13.88 |    14.40 |    +4%˄ | (run time too short) |
+| 16       ||    45.71 |    44.65 |    -2%˄ ||    19.79 |    22.35 |   +13%˄ | (run time too short) |
 | 17       ||   146.04 |   147.87 |    +1%˄ ||     6.57 |     6.76 |    +3%˄ | (run time too short) |
+| 19       ||    72.01 |    70.02 |    -3%˄ ||    12.87 |    14.26 |   +11%˄ | (run time too short) |
 | 25       ||   110.24 |   112.49 |    +2%˄ ||     8.75 |     8.88 |    +2%˄ | (run time too short) |
+| 26       ||    92.38 |    92.96 |    +1%˄ ||    10.12 |    10.74 |    +6%˄ | (run time too short) |
 | 28       ||    93.48 |    94.70 |    +1%˄ ||    10.11 |    10.55 |    +4%˄ | (run time too short) |
+| 29       ||   411.73 |   398.39 |    -3%˄ ||     2.40 |     2.51 |    +5%˄ | (run time too short) |
 | 31       ||   474.04 |   459.50 |    -3%˄ ||     2.09 |     2.18 |    +4%˄ | (run time too short) |
+| 32       ||    39.48 |    37.01 |    -6%˄ ||    22.76 |    26.92 |   +18%˄ | (run time too short) |
+| 34       ||    96.31 |    95.52 |    -1%˄ ||     9.83 |    10.45 |    +6%˄ | (run time too short) |
 | 35       ||   377.29 |   366.18 |    -3%˄ ||     2.61 |     2.73 |    +4%˄ | (run time too short) |
 | 37       ||   160.02 |   160.92 |    +1%˄ ||     6.07 |     6.21 |    +2%˄ | (run time too short) |
 | 39a      ||   772.79 |   771.62 |    -0%˄ ||     1.29 |     1.30 |    +1%˄ | (run time too short) |
 | 39b      ||   756.80 |   740.57 |    -2%˄ ||     1.31 |     1.35 |    +3%˄ | (run time too short) |
+| 41       ||   458.14 |   358.45 |   -22%˄ ||     2.16 |     2.79 |   +29%˄ | (run time too short) |
+| 42       ||    58.59 |    55.44 |    -5%˄ ||    16.16 |    17.99 |   +11%˄ | (run time too short) |
 | 43       ||   430.26 |   429.09 |    -0%˄ ||     2.30 |     2.33 |    +1%˄ | (run time too short) |
+| 45       ||    56.43 |    57.15 |    +1%˄ ||    16.17 |    17.45 |    +8%˄ | (run time too short) |
 | 48       ||   443.21 |   440.60 |    -1%˄ ||     2.23 |     2.27 |    +2%˄ | (run time too short) |
+| 50       ||   109.54 |   105.70 |    -4%˄ ||     8.70 |     9.45 |    +9%˄ | (run time too short) |
+| 52       ||    60.23 |    58.02 |    -4%˄ ||    15.60 |    17.19 |   +10%˄ | (run time too short) |
+| 55       ||    54.20 |    53.17 |    -2%˄ ||    16.47 |    18.75 |   +14%˄ | (run time too short) |
+| 62       ||   319.46 |   307.52 |    -4%˄ ||     3.08 |     3.25 |    +6%˄ | (run time too short) |
+| 65       ||  1737.25 |  1478.14 |   -15%  ||     0.57 |     0.68 |   +19%  |               0.0000 |
+| 69       ||    75.54 |    76.90 |    +2%˄ ||    12.24 |    12.98 |    +6%˄ | (run time too short) |
+| 73       ||    69.01 |    60.96 |   -12%˄ ||    13.58 |    16.37 |   +21%˄ | (run time too short) |
 | 79       ||   442.14 |   433.86 |    -2%˄ ||     2.23 |     2.30 |    +3%˄ | (run time too short) |
 | 81       ||   192.67 |   193.56 |    +0%˄ ||     5.07 |     5.16 |    +2%˄ | (run time too short) |
 | 82       ||   191.73 |   191.46 |    -0%˄ ||     5.08 |     5.22 |    +3%˄ | (run time too short) |
+| 83       ||    50.62 |    47.87 |    -5%˄ ||    17.94 |    20.83 |   +16%˄ | (run time too short) |
+| 85 -> 84 ||    64.29 |    16.35 |   -75%˄ ||    14.50 |    60.63 |  +318%˄ | (run time too short) |
+| 88 -> 85 ||    80.47 |    63.42 |   -21%˄ ||    11.73 |    15.73 |   +34%˄ | (run time too short) |
-| 91 -> 88 ||    20.88 |    83.12 |  +298%˄ ||    39.14 |    12.02 |   -69%˄ | (run time too short) |
+| 92 -> 91 ||    36.78 |    20.54 |   -44%˄ ||    23.75 |    48.40 |  +104%˄ | (run time too short) |
+| 93 -> 92 ||   629.54 |    37.77 |   -94%˄ ||     1.58 |    26.38 | +1575%˄ | (run time too short) |
-| 94 -> 93 ||    42.50 |   622.12 | +1364%˄ ||    21.79 |     1.61 |   -93%˄ | (run time too short) |
+| 95 -> 94 ||   666.20 |    41.19 |   -94%˄ ||     1.49 |    24.21 | +1525%˄ | (run time too short) |
-| 96 -> 95 ||    55.82 |   666.97 | +1095%˄ ||    16.75 |     1.50 |   -91%˄ | (run time too short) |
+| 97 -> 96 ||  1673.57 |    54.60 |   -97%˄ ||     0.58 |    18.28 | +3034%˄ | (run time too short) |
-| 99 -> 97 ||   626.36 |  1509.71 |  +141%˄ ||     1.58 |     0.66 |   -58%˄ | (run time too short) |
 +----------++----------+----------+---------++----------+----------+---------+----------------------+
+| Sum      || 13407.28 | 12180.12 |    -9%  ||          |          |         |                      |
+| Geomean  ||          |          |         ||          |          |   +16%  |                      |
 +----------++----------+----------+---------++----------+----------+---------+----------------------+
 |    Notes || ˄ Execution stopped due to max runs reached                                           |
 +----------++----------+----------+---------++----------+----------+---------+----------------------+

hyriseBenchmarkTPCDS - multi-threaded, shuffled, 28 clients, 28 cores

Sum of avg. item runtimes: +2% || Geometric mean of throughput changes: -4%
Configuration Overview - click to expand
 +Configuration Overview---------+-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkTPCDS_f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91_mt.json | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkTPCDS_b3b0c86fc42c8c6f8631df85704d47162d01641d_mt.json |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91-dirty                                                                                          | b3b0c86fc42c8c6f8631df85704d47162d01641d-dirty                                                                                          |
 |  benchmark_mode               | Shuffled                                                                                                                                | Shuffled                                                                                                                                |
 |  build_type                   | release                                                                                                                                 | release                                                                                                                                 |
 |  chunk_indexes                | False                                                                                                                                   | False                                                                                                                                   |
 |  chunk_size                   | 65535                                                                                                                                   | 65535                                                                                                                                   |
 |  clients                      | 28                                                                                                                                      | 28                                                                                                                                      |
 |  compiler                     | clang 15.0.7                                                                                                                            | clang 15.0.7                                                                                                                            |
 |  cores                        | 28                                                                                                                                      | 28                                                                                                                                      |
 |  data_preparation_cores       | 0                                                                                                                                       | 0                                                                                                                                       |
 |  date                         | 2024-05-22 15:15:52                                                                                                                     | 2024-05-22 18:53:06                                                                                                                     |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                 | {'default': {'encoding': 'Dictionary'}}                                                                                                 |
 |  max_duration                 | 1200000000000                                                                                                                           | 1200000000000                                                                                                                           |
 |  max_runs                     | -1                                                                                                                                      | -1                                                                                                                                      |
 |  time_unit                    | ns                                                                                                                                      | ns                                                                                                                                      |
 |  using_scheduler              | True                                                                                                                                    | True                                                                                                                                    |
 |  utilized_cores_per_numa_node | [0, 0, 28]                                                                                                                              | [0, 0, 28]                                                                                                                              |
 |  verify                       | False                                                                                                                                   | False                                                                                                                                   |
 |  warmup_duration              | 0                                                                                                                                       | 0                                                                                                                                       |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------+
 +----------++----------+----------+---------++----------+----------+--------+---------+
 | Item     || Latency (ms/iter)   |  Change || Throughput (iter/s) | Change | p-value |
 |          ||      old |      new |         ||      old |      new |        |         |
 +----------++----------+----------+---------++----------+----------+--------+---------+
-| 01       ||   566.11 |   696.15 |   +23%  ||     0.57 |     0.54 |   -4%  |  0.0454 |
 | 03       ||   266.70 |   261.72 |    -2%  ||     0.57 |     0.54 |   -4%  |  0.9040 |
+| 06       ||   764.78 |   723.90 |    -5%  ||     0.57 |     0.55 |   -4%  |  0.5612 |
-| 07       ||   799.90 |   877.68 |   +10%  ||     0.57 |     0.54 |   -4%  |  0.2166 |
 | 09       ||   733.16 |   741.66 |    +1%  ||     0.57 |     0.54 |   -4%  |  0.9047 |
-| 10       ||   545.14 |   621.87 |   +14%  ||     0.57 |     0.54 |   -4%  |  0.2039 |
 | 13       ||  1349.02 |  1408.30 |    +4%  ||     0.57 |     0.54 |   -4%  |  0.4976 |
+| 15       ||   466.81 |   444.40 |    -5%  ||     0.57 |     0.54 |   -4%  |  0.7215 |
+| 16       ||   396.72 |   351.34 |   -11%  ||     0.57 |     0.55 |   -4%  |  0.3418 |
-| 17       ||   978.02 |  1072.52 |   +10%  ||     0.57 |     0.55 |   -4%  |  0.2594 |
 | 19       ||   526.00 |   538.14 |    +2%  ||     0.57 |     0.54 |   -4%  |  0.8222 |
-| 25       ||   766.10 |   894.50 |   +17%  ||     0.57 |     0.54 |   -4%  |  0.0720 |
-| 26       ||   431.53 |   497.39 |   +15%  ||     0.57 |     0.54 |   -4%  |  0.2426 |
-| 28       ||  1102.23 |  1231.95 |   +12%  ||     0.57 |     0.54 |   -4%  |  0.1816 |
-| 29       ||  1202.66 |  1311.57 |    +9%  ||     0.57 |     0.54 |   -4%  |  0.1827 |
 | 31       ||  2045.15 |  2056.93 |    +1%  ||     0.57 |     0.55 |   -4%  |  0.9135 |
-| 32       ||   154.02 |   201.69 |   +31%  ||     0.57 |     0.55 |   -4%  |  0.1272 |
-| 34       ||   632.31 |   687.29 |    +9%  ||     0.57 |     0.55 |   -4%  |  0.3727 |
 | 35       ||  1596.90 |  1649.68 |    +3%  ||     0.57 |     0.55 |   -4%  |  0.5579 |
 | 37       ||   716.66 |   735.22 |    +3%  ||     0.57 |     0.55 |   -4%  |  0.7441 |
-| 39a      ||  2140.47 |  2256.81 |    +5%  ||     0.57 |     0.54 |   -4%  |  0.1999 |
-| 39b      ||  2069.74 |  2238.12 |    +8%  ||     0.57 |     0.55 |   -4%  |  0.1080 |
+| 41       ||  2933.23 |  2024.90 |   -31%  ||     0.57 |     0.54 |   -4%  |  0.0000 |
-| 42       ||   402.09 |   442.35 |   +10%  ||     0.57 |     0.55 |   -4%  |  0.4823 |
-| 43       ||  1304.67 |  1445.94 |   +11%  ||     0.57 |     0.54 |   -4%  |  0.0582 |
-| 45       ||   576.63 |   679.78 |   +18%  ||     0.57 |     0.55 |   -4%  |  0.1383 |
-| 48       ||  1808.43 |  2133.57 |   +18%  ||     0.57 |     0.54 |   -4%  |  0.0012 |
-| 50       ||   824.87 |   936.42 |   +14%  ||     0.57 |     0.54 |   -4%  |  0.1537 |
-| 52       ||   397.30 |   427.28 |    +8%  ||     0.57 |     0.55 |   -4%  |  0.4997 |
-| 55       ||   310.01 |   408.86 |   +32%  ||     0.57 |     0.54 |   -4%  |  0.0169 |
-| 62       ||   831.61 |   899.59 |    +8%  ||     0.57 |     0.55 |   -4%  |  0.1998 |
 | 65       ||  3332.22 |  3300.76 |    -1%  ||     0.57 |     0.54 |   -4%  |  0.6472 |
 | 69       ||   855.74 |   893.40 |    +4%  ||     0.57 |     0.55 |   -4%  |  0.6702 |
 | 73       ||   444.66 |   454.22 |    +2%  ||     0.57 |     0.55 |   -4%  |  0.8686 |
-| 79       ||  1143.40 |  1388.62 |   +21%  ||     0.57 |     0.54 |   -4%  |  0.0002 |
-| 81       ||   486.67 |   514.85 |    +6%  ||     0.57 |     0.54 |   -4%  |  0.5980 |
 | 82       ||   885.16 |   910.72 |    +3%  ||     0.57 |     0.54 |   -4%  |  0.6906 |
+| 83       ||   330.27 |   259.02 |   -22%  ||     0.57 |     0.55 |   -4%  |  0.1291 |
+| 85 -> 84 ||   675.68 |   121.76 |   -82%  ||     0.57 |     0.55 |   -4%  |  0.0000 |
+| 88 -> 85 ||  1850.79 |   751.43 |   -59%  ||     0.57 |     0.55 |   -4%  |  0.0000 |
-| 91 -> 88 ||   142.99 |  1996.04 | +1296%  ||     0.57 |     0.54 |   -4%  |  0.0000 |
+| 92 -> 91 ||   268.46 |   227.80 |   -15%  ||     0.57 |     0.55 |   -4%  |  0.4499 |
+| 93 -> 92 ||  1718.09 |   202.49 |   -88%  ||     0.57 |     0.55 |   -4%  |  0.0000 |
-| 94 -> 93 ||   337.25 |  1847.99 |  +448%  ||     0.57 |     0.54 |   -4%  |  0.0000 |
+| 95 -> 94 ||  1905.94 |   352.17 |   -82%  ||     0.57 |     0.55 |   -4%  |  0.0000 |
-| 96 -> 95 ||   347.28 |  1945.70 |  +460%  ||     0.57 |     0.54 |   -4%  |  0.0000 |
+| 97 -> 96 ||  3345.14 |   349.00 |   -90%  ||     0.57 |     0.54 |   -4%  |  0.0000 |
-| 99 -> 97 ||  1184.59 |  3621.08 |  +206%  ||     0.57 |     0.54 |   -4%  |  0.0000 |
 +----------++----------+----------+---------++----------+----------+--------+---------+
 | Sum      || 48893.32 | 50034.55 |    +2%  ||          |          |        |         |
 | Geomean  ||          |          |         ||          |          |   -4%  |         |
 +----------++----------+----------+---------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - single-threaded

Sum of avg. item runtimes: +0% || Geometric mean of throughput changes: +0%
Configuration Overview - click to expand
 +Configuration Overview---+----------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkTPCC_f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91_st.json | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkTPCC_b3b0c86fc42c8c6f8631df85704d47162d01641d_st.json |
 +-------------------------+----------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91-dirty                                                                                         | b3b0c86fc42c8c6f8631df85704d47162d01641d-dirty                                                                                         |
 |  benchmark_mode         | Shuffled                                                                                                                               | Shuffled                                                                                                                               |
 |  build_type             | release                                                                                                                                | release                                                                                                                                |
 |  chunk_indexes          | False                                                                                                                                  | False                                                                                                                                  |
 |  chunk_size             | 65535                                                                                                                                  | 65535                                                                                                                                  |
 |  clients                | 1                                                                                                                                      | 1                                                                                                                                      |
 |  compiler               | clang 15.0.7                                                                                                                           | clang 15.0.7                                                                                                                           |
 |  cores                  | 0                                                                                                                                      | 0                                                                                                                                      |
 |  data_preparation_cores | 0                                                                                                                                      | 0                                                                                                                                      |
 |  date                   | 2024-05-22 15:36:15                                                                                                                    | 2024-05-22 19:13:28                                                                                                                    |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                                                | {'default': {'encoding': 'Dictionary'}}                                                                                                |
 |  max_duration           | 60000000000                                                                                                                            | 60000000000                                                                                                                            |
 |  max_runs               | -1                                                                                                                                     | -1                                                                                                                                     |
 |  scale_factor           | 10                                                                                                                                     | 10                                                                                                                                     |
 |  time_unit              | ns                                                                                                                                     | ns                                                                                                                                     |
 |  using_scheduler        | False                                                                                                                                  | False                                                                                                                                  |
 |  verify                 | False                                                                                                                                  | False                                                                                                                                  |
 |  warmup_duration        | 0                                                                                                                                      | 0                                                                                                                                      |
 +-------------------------+----------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |              ||      old |     new |        ||      old |      new |        |                      |
 +--------------++----------+---------+--------++----------+----------+--------+----------------------+
-| Delivery     ||    57.61 |   57.59 |   -0%  ||     1.65 |     1.50 |   -9%  | (run time too short) |
 | New-Order    ||    41.91 |   41.79 |   -0%  ||    18.35 |    18.60 |   +1%  |               0.8237 |
+| Order-Status ||     1.90 |    1.97 |   +4%  ||     1.63 |     2.02 |  +23%  | (run time too short) |
 | Payment      ||     7.20 |    7.36 |   +2%  ||    17.55 |    17.21 |   -2%  |               0.0066 |
-| Stock-Level  ||     3.50 |    3.44 |   -2%  ||     1.60 |     1.45 |   -9%  | (run time too short) |
 +--------------++----------+---------+--------++----------+----------+--------+----------------------+
 | Sum          ||   112.13 |  112.15 |   +0%  ||          |          |        |                      |
 | Geomean      ||          |         |        ||          |          |   +0%  |                      |
 +--------------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 28 clients, 10 warehouses, 28 cores (high contention)

Sum of avg. item runtimes: +14% || Geometric mean of throughput changes: +8%
Configuration Overview - click to expand
 +Configuration Overview---------+-------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkTPCC_f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91_mt_highcont.json | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkTPCC_b3b0c86fc42c8c6f8631df85704d47162d01641d_mt_highcont.json |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91-dirty                                                                                                  | b3b0c86fc42c8c6f8631df85704d47162d01641d-dirty                                                                                                  |
 |  benchmark_mode               | Shuffled                                                                                                                                        | Shuffled                                                                                                                                        |
 |  build_type                   | release                                                                                                                                         | release                                                                                                                                         |
 |  chunk_indexes                | False                                                                                                                                           | False                                                                                                                                           |
 |  chunk_size                   | 65535                                                                                                                                           | 65535                                                                                                                                           |
 |  clients                      | 28                                                                                                                                              | 28                                                                                                                                              |
 |  compiler                     | clang 15.0.7                                                                                                                                    | clang 15.0.7                                                                                                                                    |
 |  cores                        | 28                                                                                                                                              | 28                                                                                                                                              |
 |  data_preparation_cores       | 0                                                                                                                                               | 0                                                                                                                                               |
 |  date                         | 2024-05-22 15:37:22                                                                                                                             | 2024-05-22 19:14:35                                                                                                                             |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                         | {'default': {'encoding': 'Dictionary'}}                                                                                                         |
 |  max_duration                 | 600000000000                                                                                                                                    | 600000000000                                                                                                                                    |
 |  max_runs                     | -1                                                                                                                                              | -1                                                                                                                                              |
 |  scale_factor                 | 10                                                                                                                                              | 10                                                                                                                                              |
 |  time_unit                    | ns                                                                                                                                              | ns                                                                                                                                              |
 |  using_scheduler              | True                                                                                                                                            | True                                                                                                                                            |
 |  utilized_cores_per_numa_node | [0, 0, 28]                                                                                                                                      | [0, 0, 28]                                                                                                                                      |
 |  verify                       | False                                                                                                                                           | False                                                                                                                                           |
 |  warmup_duration              | 0                                                                                                                                               | 0                                                                                                                                               |
 +-------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
-| Delivery     ||   113.38 |  129.70 |  +14%  ||    21.87 |    22.44 |   +3%  |  0.0000 |
 |    unsucc.:  ||     1.29 |    1.77 |  +37%  ||     5.94 |     8.75 |  +47%  |         |
+| New-Order    ||    72.16 |   78.98 |   +9%  ||   246.87 |   262.39 |   +6%  |  0.0000 |
 |    unsucc.:  ||     5.11 |    6.70 |  +31%  ||    66.05 |    86.88 |  +32%  |         |
+| Order-Status ||     4.70 |    6.01 |  +28%  ||    27.82 |    31.45 |  +13%  |  0.0000 |
+| Payment      ||    14.11 |   14.90 |   +6%  ||   172.51 |   187.35 |   +9%  |  0.0000 |
 |    unsucc.:  ||     2.40 |    2.94 |  +22%  ||   126.53 |   147.47 |  +17%  |         |
+| Stock-Level  ||     6.65 |   10.64 |  +60%  ||    27.82 |    31.10 |  +12%  |  0.0000 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
-| Sum          ||   210.99 |  240.23 |  +14%  ||          |          |        |         |
+| Geomean      ||          |         |        ||          |          |   +8%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkTPCC - multi-threaded, shuffled, 10 clients, 10 warehouses, 28 cores (low contention)

Sum of avg. item runtimes: -3% || Geometric mean of throughput changes: +20%
Configuration Overview - click to expand
 +Configuration Overview---------+------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkTPCC_f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91_mt_lowcont.json | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkTPCC_b3b0c86fc42c8c6f8631df85704d47162d01641d_mt_lowcont.json |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91-dirty                                                                                                 | b3b0c86fc42c8c6f8631df85704d47162d01641d-dirty                                                                                                 |
 |  benchmark_mode               | Shuffled                                                                                                                                       | Shuffled                                                                                                                                       |
 |  build_type                   | release                                                                                                                                        | release                                                                                                                                        |
 |  chunk_indexes                | False                                                                                                                                          | False                                                                                                                                          |
 |  chunk_size                   | 65535                                                                                                                                          | 65535                                                                                                                                          |
 |  clients                      | 10                                                                                                                                             | 10                                                                                                                                             |
 |  compiler                     | clang 15.0.7                                                                                                                                   | clang 15.0.7                                                                                                                                   |
 |  cores                        | 28                                                                                                                                             | 28                                                                                                                                             |
 |  data_preparation_cores       | 0                                                                                                                                              | 0                                                                                                                                              |
 |  date                         | 2024-05-22 15:47:31                                                                                                                            | 2024-05-22 19:24:44                                                                                                                            |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                        | {'default': {'encoding': 'Dictionary'}}                                                                                                        |
 |  max_duration                 | 600000000000                                                                                                                                   | 600000000000                                                                                                                                   |
 |  max_runs                     | -1                                                                                                                                             | -1                                                                                                                                             |
 |  scale_factor                 | 10                                                                                                                                             | 10                                                                                                                                             |
 |  time_unit                    | ns                                                                                                                                             | ns                                                                                                                                             |
 |  using_scheduler              | True                                                                                                                                           | True                                                                                                                                           |
 |  utilized_cores_per_numa_node | [0, 0, 28]                                                                                                                                     | [0, 0, 28]                                                                                                                                     |
 |  verify                       | False                                                                                                                                          | False                                                                                                                                          |
 |  warmup_duration              | 0                                                                                                                                              | 0                                                                                                                                              |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------+
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Item         || Latency (ms/iter)  | Change || Throughput (iter/s) | Change | p-value |
 |              ||      old |     new |        ||      old |      new |        |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
+| Delivery     ||    92.98 |   91.10 |   -2%  ||     8.34 |     9.79 |  +17%  |  0.0000 |
 |    unsucc.:  ||     1.20 |    1.15 |   -4%  ||     0.51 |     0.82 |  +62%  |         |
+| New-Order    ||    66.48 |   64.77 |   -3%  ||    91.73 |   109.12 |  +19%  |  0.0000 |
 |    unsucc.:  ||     4.58 |    3.98 |  -13%  ||     7.74 |    10.26 |  +33%  |         |
+| Order-Status ||     7.28 |    6.78 |   -7%  ||     8.84 |    10.76 |  +22%  |  0.0000 |
+| Payment      ||    21.43 |   19.84 |   -7%  ||    75.08 |    88.46 |  +18%  |  0.0000 |
 |    unsucc.:  ||     2.46 |    2.29 |   -7%  ||    19.99 |    24.93 |  +25%  |         |
+| Stock-Level  ||    10.39 |    9.55 |   -8%  ||     8.84 |    10.91 |  +23%  |  0.0000 |
 +--------------++----------+---------+--------++----------+----------+--------+---------+
 | Sum          ||   198.54 |  192.05 |   -3%  ||          |          |        |         |
+| Geomean      ||          |         |        ||          |          |  +20%  |         |
 +--------------++----------+---------+--------++----------+----------+--------+---------+

hyriseBenchmarkJoinOrder - single-threaded

Sum of avg. item runtimes: +3% || Geometric mean of throughput changes: -7%
Configuration Overview - click to expand
 +Configuration Overview---+---------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkJoinOrder_f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91_st.json | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkJoinOrder_b3b0c86fc42c8c6f8631df85704d47162d01641d_st.json |
 +-------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91-dirty                                                                                              | b3b0c86fc42c8c6f8631df85704d47162d01641d-dirty                                                                                              |
 |  benchmark_mode         | Ordered                                                                                                                                     | Ordered                                                                                                                                     |
 |  build_type             | release                                                                                                                                     | release                                                                                                                                     |
 |  chunk_indexes          | False                                                                                                                                       | False                                                                                                                                       |
 |  chunk_size             | 65535                                                                                                                                       | 65535                                                                                                                                       |
 |  clients                | 1                                                                                                                                           | 1                                                                                                                                           |
 |  compiler               | clang 15.0.7                                                                                                                                | clang 15.0.7                                                                                                                                |
 |  cores                  | 0                                                                                                                                           | 0                                                                                                                                           |
 |  data_preparation_cores | 0                                                                                                                                           | 0                                                                                                                                           |
 |  date                   | 2024-05-22 15:57:38                                                                                                                         | 2024-05-22 19:34:51                                                                                                                         |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                                                     | {'default': {'encoding': 'Dictionary'}}                                                                                                     |
 |  max_duration           | 60000000000                                                                                                                                 | 60000000000                                                                                                                                 |
 |  max_runs               | 50                                                                                                                                          | 50                                                                                                                                          |
 |  time_unit              | ns                                                                                                                                          | ns                                                                                                                                          |
 |  using_scheduler        | False                                                                                                                                       | False                                                                                                                                       |
 |  verify                 | False                                                                                                                                       | False                                                                                                                                       |
 |  warmup_duration        | 1000000000                                                                                                                                  | 1000000000                                                                                                                                  |
 +-------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | 10a     ||   107.60 |   109.07 |   +1%˄ ||     9.29 |     9.17 |   -1%˄ | (run time too short) |
 | 10b     ||    67.20 |    67.21 |   +0%˄ ||    14.88 |    14.88 |   -0%˄ | (run time too short) |
 | 10c     ||   338.52 |   332.17 |   -2%˄ ||     2.95 |     3.01 |   +2%˄ | (run time too short) |
 | 11a     ||    95.32 |    96.57 |   +1%˄ ||    10.49 |    10.35 |   -1%˄ | (run time too short) |
 | 11b     ||    90.85 |    93.47 |   +3%˄ ||    11.01 |    10.70 |   -3%˄ | (run time too short) |
-| 11c     ||    20.06 |    25.14 |  +25%˄ ||    49.86 |    39.78 |  -20%˄ | (run time too short) |
-| 11d     ||    22.16 |    27.21 |  +23%˄ ||    45.11 |    36.74 |  -19%˄ | (run time too short) |
-| 12a     ||    27.90 |    29.33 |   +5%˄ ||    35.84 |    34.09 |   -5%˄ | (run time too short) |
-| 12b     ||    29.41 |    41.54 |  +41%˄ ||    34.00 |    24.07 |  -29%˄ | (run time too short) |
 | 12c     ||    61.09 |    63.32 |   +4%˄ ||    16.37 |    15.79 |   -4%˄ | (run time too short) |
-| 13a     ||   178.53 |   191.95 |   +8%˄ ||     5.60 |     5.21 |   -7%˄ | (run time too short) |
-| 13b     ||   223.83 |   242.11 |   +8%˄ ||     4.47 |     4.13 |   -8%˄ | (run time too short) |
-| 13c     ||   185.26 |   204.24 |  +10%˄ ||     5.40 |     4.90 |   -9%˄ | (run time too short) |
 | 13d     ||   485.23 |   501.37 |   +3%˄ ||     2.06 |     1.99 |   -3%˄ | (run time too short) |
-| 14a     ||    94.95 |    99.24 |   +5%˄ ||    10.53 |    10.08 |   -4%˄ | (run time too short) |
 | 14b     ||   109.90 |   112.47 |   +2%˄ ||     9.10 |     8.89 |   -2%˄ | (run time too short) |
 | 14c     ||   205.53 |   208.46 |   +1%˄ ||     4.87 |     4.80 |   -1%˄ | (run time too short) |
-| 15a     ||    51.18 |    55.36 |   +8%˄ ||    19.54 |    18.06 |   -8%˄ | (run time too short) |
-| 15b     ||    52.71 |    55.75 |   +6%˄ ||    18.97 |    17.94 |   -5%˄ | (run time too short) |
-| 15c     ||    40.49 |    46.56 |  +15%˄ ||    24.70 |    21.47 |  -13%˄ | (run time too short) |
-| 15d     ||    38.19 |    44.10 |  +15%˄ ||    26.18 |    22.67 |  -13%˄ | (run time too short) |
 | 16a     ||  1309.48 |  1309.67 |   +0%  ||     0.76 |     0.76 |   -0%  |               0.9740 |
 | 16b     ||  2414.22 |  2447.18 |   +1%  ||     0.41 |     0.41 |   -1%  |               0.0119 |
 | 16c     ||  1471.20 |  1487.34 |   +1%  ||     0.68 |     0.67 |   -1%  |               0.0194 |
 | 16d     ||  1434.58 |  1437.44 |   +0%  ||     0.70 |     0.70 |   -0%  |               0.6295 |
 | 17a     ||   437.61 |   455.61 |   +4%˄ ||     2.29 |     2.19 |   -4%˄ | (run time too short) |
-| 17b     ||   354.83 |   373.27 |   +5%˄ ||     2.82 |     2.68 |   -5%˄ | (run time too short) |
-| 17c     ||   338.20 |   356.79 |   +5%˄ ||     2.96 |     2.80 |   -5%˄ | (run time too short) |
-| 17d     ||   406.86 |   426.56 |   +5%˄ ||     2.46 |     2.34 |   -5%˄ | (run time too short) |
 | 17e     ||  1482.10 |  1502.24 |   +1%  ||     0.67 |     0.67 |   -1%  |               0.0000 |
 | 17f     ||   859.41 |   877.28 |   +2%˄ ||     1.16 |     1.14 |   -2%˄ | (run time too short) |
-| 18a     ||   131.11 |   144.31 |  +10%˄ ||     7.63 |     6.93 |   -9%˄ | (run time too short) |
 | 18b     ||   101.96 |   104.09 |   +2%˄ ||     9.81 |     9.61 |   -2%˄ | (run time too short) |
 | 18c     ||   197.69 |   202.91 |   +3%˄ ||     5.06 |     4.93 |   -3%˄ | (run time too short) |
-| 19a     ||   210.83 |   229.28 |   +9%˄ ||     4.74 |     4.36 |   -8%˄ | (run time too short) |
-| 19b     ||   178.30 |   191.65 |   +7%˄ ||     5.61 |     5.22 |   -7%˄ | (run time too short) |
-| 19c     ||   252.90 |   273.65 |   +8%˄ ||     3.95 |     3.65 |   -8%˄ | (run time too short) |
 | 19d     ||   637.39 |   653.14 |   +2%˄ ||     1.57 |     1.53 |   -2%˄ | (run time too short) |
-| 1a      ||     9.03 |    12.51 |  +39%˄ ||   110.70 |    79.91 |  -28%˄ | (run time too short) |
-| 1b      ||    11.45 |    14.08 |  +23%˄ ||    87.29 |    71.03 |  -19%˄ | (run time too short) |
-| 1c      ||    12.73 |    14.27 |  +12%˄ ||    78.52 |    70.05 |  -11%˄ | (run time too short) |
-| 1d      ||     8.51 |    11.94 |  +40%˄ ||   117.50 |    83.75 |  -29%˄ | (run time too short) |
 | 20a     ||   612.54 |   629.31 |   +3%˄ ||     1.63 |     1.59 |   -3%˄ | (run time too short) |
 | 20b     ||   656.27 |   664.87 |   +1%˄ ||     1.52 |     1.50 |   -1%˄ | (run time too short) |
-| 20c     ||   361.44 |   382.59 |   +6%˄ ||     2.77 |     2.61 |   -6%˄ | (run time too short) |
 | 21a     ||   110.60 |   111.10 |   +0%˄ ||     9.04 |     9.00 |   -0%˄ | (run time too short) |
 | 21b     ||   101.46 |   103.72 |   +2%˄ ||     9.86 |     9.64 |   -2%˄ | (run time too short) |
 | 21c     ||   112.22 |   114.11 |   +2%˄ ||     8.91 |     8.76 |   -2%˄ | (run time too short) |
 | 22a     ||   169.36 |   172.95 |   +2%˄ ||     5.90 |     5.78 |   -2%˄ | (run time too short) |
 | 22b     ||   153.98 |   157.20 |   +2%˄ ||     6.49 |     6.36 |   -2%˄ | (run time too short) |
 | 22c     ||   228.10 |   231.51 |   +1%˄ ||     4.38 |     4.32 |   -1%˄ | (run time too short) |
 | 22d     ||   348.43 |   354.01 |   +2%˄ ||     2.87 |     2.82 |   -2%˄ | (run time too short) |
-| 23a     ||    43.31 |    49.22 |  +14%˄ ||    23.09 |    20.32 |  -12%˄ | (run time too short) |
-| 23b     ||    48.61 |    53.94 |  +11%˄ ||    20.57 |    18.54 |  -10%˄ | (run time too short) |
-| 23c     ||    45.85 |    52.06 |  +14%˄ ||    21.81 |    19.21 |  -12%˄ | (run time too short) |
-| 24a     ||   203.66 |   224.90 |  +10%˄ ||     4.91 |     4.45 |   -9%˄ | (run time too short) |
-| 24b     ||   197.66 |   218.62 |  +11%˄ ||     5.06 |     4.57 |  -10%˄ | (run time too short) |
-| 25a     ||   104.70 |   114.09 |   +9%˄ ||     9.55 |     8.77 |   -8%˄ | (run time too short) |
-| 25b     ||    64.53 |    72.28 |  +12%˄ ||    15.50 |    13.83 |  -11%˄ | (run time too short) |
 | 25c     ||   246.45 |   254.70 |   +3%˄ ||     4.06 |     3.93 |   -3%˄ | (run time too short) |
-| 26a     ||   170.56 |   187.61 |  +10%˄ ||     5.86 |     5.33 |   -9%˄ | (run time too short) |
-| 26b     ||   139.70 |   155.38 |  +11%˄ ||     7.16 |     6.44 |  -10%˄ | (run time too short) |
-| 26c     ||   294.60 |   314.23 |   +7%˄ ||     3.39 |     3.18 |   -6%˄ | (run time too short) |
 | 27a     ||   103.93 |   107.01 |   +3%˄ ||     9.62 |     9.34 |   -3%˄ | (run time too short) |
 | 27b     ||    96.14 |    98.87 |   +3%˄ ||    10.40 |    10.11 |   -3%˄ | (run time too short) |
 | 27c     ||   112.13 |   114.43 |   +2%˄ ||     8.92 |     8.74 |   -2%˄ | (run time too short) |
 | 28a     ||   202.79 |   209.54 |   +3%˄ ||     4.93 |     4.77 |   -3%˄ | (run time too short) |
-| 28b     ||    62.35 |    65.94 |   +6%˄ ||    16.04 |    15.16 |   -5%˄ | (run time too short) |
 | 28c     ||   168.83 |   173.18 |   +3%˄ ||     5.92 |     5.77 |   -3%˄ | (run time too short) |
-| 29a     ||   167.50 |   189.02 |  +13%˄ ||     5.97 |     5.29 |  -11%˄ | (run time too short) |
 | 29b     ||   749.41 |   775.63 |   +3%˄ ||     1.33 |     1.29 |   -3%˄ | (run time too short) |
-| 29c     ||   204.02 |   226.76 |  +11%˄ ||     4.90 |     4.41 |  -10%˄ | (run time too short) |
-| 2a      ||    25.87 |    30.79 |  +19%˄ ||    38.65 |    32.47 |  -16%˄ | (run time too short) |
-| 2b      ||    24.13 |    29.04 |  +20%˄ ||    41.43 |    34.44 |  -17%˄ | (run time too short) |
-| 2c      ||    20.89 |    25.72 |  +23%˄ ||    47.87 |    38.88 |  -19%˄ | (run time too short) |
-| 2d      ||    48.07 |    53.21 |  +11%˄ ||    20.80 |    18.79 |  -10%˄ | (run time too short) |
-| 30a     ||    97.25 |   105.94 |   +9%˄ ||    10.28 |     9.44 |   -8%˄ | (run time too short) |
-| 30b     ||   102.22 |   113.11 |  +11%˄ ||     9.78 |     8.84 |  -10%˄ | (run time too short) |
-| 30c     ||   164.10 |   172.10 |   +5%˄ ||     6.09 |     5.81 |   -5%˄ | (run time too short) |
-| 31a     ||    82.76 |    92.72 |  +12%˄ ||    12.08 |    10.78 |  -11%˄ | (run time too short) |
-| 31b     ||    81.98 |    90.49 |  +10%˄ ||    12.20 |    11.05 |   -9%˄ | (run time too short) |
-| 31c     ||    94.62 |   104.94 |  +11%˄ ||    10.57 |     9.53 |  -10%˄ | (run time too short) |
-| 32a     ||    12.99 |    17.19 |  +32%˄ ||    76.95 |    58.17 |  -24%˄ | (run time too short) |
-| 32b     ||    29.09 |    33.51 |  +15%˄ ||    34.37 |    29.84 |  -13%˄ | (run time too short) |
-| 33a     ||    33.11 |    37.60 |  +14%˄ ||    30.20 |    26.59 |  -12%˄ | (run time too short) |
-| 33b     ||    20.92 |    26.27 |  +26%˄ ||    47.80 |    38.06 |  -20%˄ | (run time too short) |
-| 33c     ||    39.77 |    44.29 |  +11%˄ ||    25.15 |    22.58 |  -10%˄ | (run time too short) |
-| 3a      ||    58.39 |    61.25 |   +5%˄ ||    17.12 |    16.33 |   -5%˄ | (run time too short) |
-| 3b      ||    15.01 |    18.44 |  +23%˄ ||    66.63 |    54.23 |  -19%˄ | (run time too short) |
 | 3c      ||   222.89 |   223.92 |   +0%˄ ||     4.49 |     4.47 |   -0%˄ | (run time too short) |
 | 4a      ||   134.73 |   136.22 |   +1%˄ ||     7.42 |     7.34 |   -1%˄ | (run time too short) |
-| 4b      ||    14.12 |    17.92 |  +27%˄ ||    70.82 |    55.81 |  -21%˄ | (run time too short) |
 | 4c      ||   188.51 |   188.94 |   +0%˄ ||     5.30 |     5.29 |   -0%˄ | (run time too short) |
 | 5a      ||    42.48 |    43.00 |   +1%˄ ||    23.54 |    23.26 |   -1%˄ | (run time too short) |
 | 5b      ||    46.72 |    46.81 |   +0%˄ ||    21.40 |    21.36 |   -0%˄ | (run time too short) |
 | 5c      ||    87.21 |    87.57 |   +0%˄ ||    11.47 |    11.42 |   -0%˄ | (run time too short) |
 | 6a      ||   166.88 |   172.67 |   +3%˄ ||     5.99 |     5.79 |   -3%˄ | (run time too short) |
 | 6b      ||   178.79 |   184.24 |   +3%˄ ||     5.59 |     5.43 |   -3%˄ | (run time too short) |
 | 6c      ||   159.14 |   164.53 |   +3%˄ ||     6.28 |     6.08 |   -3%˄ | (run time too short) |
 | 6d      ||   381.82 |   388.62 |   +2%˄ ||     2.62 |     2.57 |   -2%˄ | (run time too short) |
 | 6e      ||   165.98 |   172.27 |   +4%˄ ||     6.02 |     5.80 |   -4%˄ | (run time too short) |
 | 6f      ||   678.55 |   688.88 |   +2%˄ ||     1.47 |     1.45 |   -1%˄ | (run time too short) |
-| 7a      ||    86.23 |   110.72 |  +28%˄ ||    11.60 |     9.03 |  -22%˄ | (run time too short) |
-| 7b      ||    79.74 |   104.07 |  +31%˄ ||    12.54 |     9.61 |  -23%˄ | (run time too short) |
 | 7c      ||   561.78 |   577.04 |   +3%˄ ||     1.78 |     1.73 |   -3%˄ | (run time too short) |
 | 8a      ||   167.18 |   171.90 |   +3%˄ ||     5.98 |     5.82 |   -3%˄ | (run time too short) |
 | 8b      ||   163.29 |   167.43 |   +3%˄ ||     6.12 |     5.97 |   -2%˄ | (run time too short) |
 | 8c      ||  1802.84 |  1809.22 |   +0%  ||     0.55 |     0.55 |   -0%  |               0.1008 |
-| 8d      ||   292.23 |   321.48 |  +10%˄ ||     3.42 |     3.11 |   -9%˄ | (run time too short) |
-| 9a      ||   238.24 |   249.76 |   +5%˄ ||     4.20 |     4.00 |   -5%˄ | (run time too short) |
 | 9b      ||   149.14 |   154.58 |   +4%˄ ||     6.70 |     6.47 |   -4%˄ | (run time too short) |
-| 9c      ||   264.32 |   277.02 |   +5%˄ ||     3.78 |     3.61 |   -5%˄ | (run time too short) |
 | 9d      ||   409.82 |   422.98 |   +3%˄ ||     2.44 |     2.36 |   -3%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum     || 28701.26 | 29689.01 |   +3%  ||          |          |        |                      |
-| Geomean ||          |          |        ||          |          |   -7%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkJoinOrder - multi-threaded, ordered, 1 client, 28 cores

Sum of avg. item runtimes: +1% || Geometric mean of throughput changes: +11%
Configuration Overview - click to expand
 +Configuration Overview---------+-----------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkJoinOrder_f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91_mt_ordered.json | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkJoinOrder_b3b0c86fc42c8c6f8631df85704d47162d01641d_mt_ordered.json |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91-dirty                                                                                                      | b3b0c86fc42c8c6f8631df85704d47162d01641d-dirty                                                                                                      |
 |  benchmark_mode               | Ordered                                                                                                                                             | Ordered                                                                                                                                             |
 |  build_type                   | release                                                                                                                                             | release                                                                                                                                             |
 |  chunk_indexes                | False                                                                                                                                               | False                                                                                                                                               |
 |  chunk_size                   | 65535                                                                                                                                               | 65535                                                                                                                                               |
 |  clients                      | 1                                                                                                                                                   | 1                                                                                                                                                   |
 |  compiler                     | clang 15.0.7                                                                                                                                        | clang 15.0.7                                                                                                                                        |
 |  cores                        | 28                                                                                                                                                  | 28                                                                                                                                                  |
 |  data_preparation_cores       | 0                                                                                                                                                   | 0                                                                                                                                                   |
 |  date                         | 2024-05-22 16:21:53                                                                                                                                 | 2024-05-22 19:59:54                                                                                                                                 |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                             | {'default': {'encoding': 'Dictionary'}}                                                                                                             |
 |  max_duration                 | 60000000000                                                                                                                                         | 60000000000                                                                                                                                         |
 |  max_runs                     | 50                                                                                                                                                  | 50                                                                                                                                                  |
 |  time_unit                    | ns                                                                                                                                                  | ns                                                                                                                                                  |
 |  using_scheduler              | True                                                                                                                                                | True                                                                                                                                                |
 |  utilized_cores_per_numa_node | [0, 0, 28]                                                                                                                                          | [0, 0, 28]                                                                                                                                          |
 |  verify                       | False                                                                                                                                               | False                                                                                                                                               |
 |  warmup_duration              | 1000000000                                                                                                                                          | 1000000000                                                                                                                                          |
 +-------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |      new |        ||      old |      new |        |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
+| 10a     ||    45.34 |    43.44 |   -4%˄ ||    19.78 |    22.95 |  +16%˄ | (run time too short) |
+| 10b     ||    25.21 |    25.35 |   +1%˄ ||    32.93 |    39.21 |  +19%˄ | (run time too short) |
 | 10c     ||   141.00 |   143.36 |   +2%˄ ||     6.92 |     6.97 |   +1%˄ | (run time too short) |
+| 11a     ||    29.12 |    28.60 |   -2%˄ ||    30.48 |    34.84 |  +14%˄ | (run time too short) |
+| 11b     ||    27.87 |    26.41 |   -5%˄ ||    32.49 |    37.75 |  +16%˄ | (run time too short) |
+| 11c     ||    29.88 |    30.14 |   +1%˄ ||    30.26 |    33.03 |   +9%˄ | (run time too short) |
+| 11d     ||    34.25 |    34.63 |   +1%˄ ||    24.67 |    28.74 |  +17%˄ | (run time too short) |
+| 12a     ||    30.12 |    29.76 |   -1%˄ ||    29.56 |    33.43 |  +13%˄ | (run time too short) |
-| 12b     ||    19.17 |    20.57 |   +7%˄ ||    47.45 |    48.30 |   +2%˄ | (run time too short) |
+| 12c     ||    61.96 |    60.36 |   -3%˄ ||    14.32 |    16.52 |  +15%˄ | (run time too short) |
 | 13a     ||   141.86 |   144.15 |   +2%˄ ||     6.80 |     6.93 |   +2%˄ | (run time too short) |
-| 13b     ||   100.53 |   111.23 |  +11%˄ ||     9.54 |     8.98 |   -6%˄ | (run time too short) |
 | 13c     ||    96.03 |    99.25 |   +3%˄ ||     9.92 |    10.06 |   +1%˄ | (run time too short) |
 | 13d     ||   383.20 |   394.88 |   +3%˄ ||     2.58 |     2.53 |   -2%˄ | (run time too short) |
+| 14a     ||    63.99 |    62.17 |   -3%˄ ||    14.20 |    16.05 |  +13%˄ | (run time too short) |
+| 14b     ||    76.08 |    74.03 |   -3%˄ ||    12.35 |    13.49 |   +9%˄ | (run time too short) |
 | 14c     ||   184.22 |   184.35 |   +0%˄ ||     5.27 |     5.42 |   +3%˄ | (run time too short) |
+| 15a     ||    35.86 |    33.30 |   -7%˄ ||    24.57 |    29.91 |  +22%˄ | (run time too short) |
+| 15b     ||    30.46 |    29.76 |   -2%˄ ||    28.54 |    33.46 |  +17%˄ | (run time too short) |
+| 15c     ||    30.43 |    29.77 |   -2%˄ ||    28.37 |    33.43 |  +18%˄ | (run time too short) |
+| 15d     ||    35.88 |    36.53 |   +2%˄ ||    24.58 |    27.25 |  +11%˄ | (run time too short) |
 | 16a     ||   732.78 |   741.61 |   +1%˄ ||     1.36 |     1.35 |   -1%˄ | (run time too short) |
 | 16b     ||  1793.24 |  1798.71 |   +0%  ||     0.55 |     0.56 |   +1%  |               0.4964 |
 | 16c     ||   894.09 |   904.97 |   +1%˄ ||     1.11 |     1.10 |   -1%˄ | (run time too short) |
 | 16d     ||   869.70 |   871.73 |   +0%˄ ||     1.14 |     1.15 |   +0%˄ | (run time too short) |
 | 17a     ||   208.56 |   209.60 |   +0%˄ ||     4.68 |     4.77 |   +2%˄ | (run time too short) |
 | 17b     ||   176.05 |   180.84 |   +3%˄ ||     5.52 |     5.52 |   +0%˄ | (run time too short) |
 | 17c     ||   148.93 |   155.03 |   +4%˄ ||     6.53 |     6.44 |   -1%˄ | (run time too short) |
 | 17d     ||   145.73 |   149.80 |   +3%˄ ||     6.59 |     6.67 |   +1%˄ | (run time too short) |
 | 17e     ||   739.82 |   745.73 |   +1%˄ ||     1.34 |     1.38 |   +3%˄ | (run time too short) |
 | 17f     ||   328.52 |   330.20 |   +1%˄ ||     3.00 |     3.03 |   +1%˄ | (run time too short) |
 | 18a     ||    59.00 |    61.42 |   +4%˄ ||    16.17 |    16.25 |   +0%˄ | (run time too short) |
+| 18b     ||    63.02 |    58.43 |   -7%˄ ||    14.50 |    17.07 |  +18%˄ | (run time too short) |
 | 18c     ||    93.45 |    95.32 |   +2%˄ ||    10.11 |    10.47 |   +4%˄ | (run time too short) |
 | 19a     ||   115.66 |   116.48 |   +1%˄ ||     8.24 |     8.57 |   +4%˄ | (run time too short) |
+| 19b     ||    76.04 |    77.78 |   +2%˄ ||    12.19 |    12.84 |   +5%˄ | (run time too short) |
 | 19c     ||   126.05 |   130.34 |   +3%˄ ||     7.63 |     7.66 |   +0%˄ | (run time too short) |
 | 19d     ||   512.45 |   514.85 |   +0%˄ ||     1.93 |     1.94 |   +1%˄ | (run time too short) |
+| 1a      ||    10.57 |    11.29 |   +7%˄ ||    58.03 |    87.29 |  +50%˄ | (run time too short) |
+| 1b      ||     5.98 |     6.88 |  +15%˄ ||    98.51 |   142.51 |  +45%˄ | (run time too short) |
+| 1c      ||     6.00 |     6.39 |   +7%˄ ||    98.46 |   153.56 |  +56%˄ | (run time too short) |
+| 1d      ||     8.27 |     9.15 |  +11%˄ ||    98.59 |   107.46 |   +9%˄ | (run time too short) |
-| 20a     ||    83.61 |    88.42 |   +6%˄ ||    11.32 |    11.30 |   -0%˄ | (run time too short) |
+| 20b     ||    67.60 |    69.34 |   +3%˄ ||    13.62 |    14.40 |   +6%˄ | (run time too short) |
 | 20c     ||    83.47 |    86.53 |   +4%˄ ||    11.26 |    11.54 |   +2%˄ | (run time too short) |
+| 21a     ||    34.83 |    32.54 |   -7%˄ ||    24.70 |    30.62 |  +24%˄ | (run time too short) |
+| 21b     ||    31.66 |    30.38 |   -4%˄ ||    25.60 |    32.78 |  +28%˄ | (run time too short) |
+| 21c     ||    36.52 |    34.73 |   -5%˄ ||    24.58 |    28.68 |  +17%˄ | (run time too short) |
+| 22a     ||    69.10 |    69.81 |   +1%˄ ||    13.66 |    14.30 |   +5%˄ | (run time too short) |
+| 22b     ||    58.05 |    58.75 |   +1%˄ ||    16.21 |    16.99 |   +5%˄ | (run time too short) |
 | 22c     ||   135.55 |   137.88 |   +2%˄ ||     7.11 |     7.24 |   +2%˄ | (run time too short) |
+| 22d     ||   246.49 |   240.80 |   -2%˄ ||     3.97 |     4.15 |   +5%˄ | (run time too short) |
+| 23a     ||    23.68 |    24.92 |   +5%˄ ||    32.92 |    39.91 |  +21%˄ | (run time too short) |
+| 23b     ||    34.78 |    32.68 |   -6%˄ ||    24.68 |    30.51 |  +24%˄ | (run time too short) |
+| 23c     ||    26.23 |    26.14 |   -0%˄ ||    32.93 |    38.08 |  +16%˄ | (run time too short) |
+| 24a     ||    68.81 |    68.22 |   -1%˄ ||    13.67 |    14.63 |   +7%˄ | (run time too short) |
+| 24b     ||    60.67 |    61.96 |   +2%˄ ||    15.23 |    16.11 |   +6%˄ | (run time too short) |
 | 25a     ||    58.29 |    60.73 |   +4%˄ ||    16.22 |    16.42 |   +1%˄ | (run time too short) |
+| 25b     ||    40.85 |    38.93 |   -5%˄ ||    20.94 |    25.60 |  +22%˄ | (run time too short) |
 | 25c     ||   161.76 |   162.20 |   +0%˄ ||     6.01 |     6.16 |   +2%˄ | (run time too short) |
-| 26a     ||    87.09 |    92.25 |   +6%˄ ||    10.92 |    10.82 |   -1%˄ | (run time too short) |
-| 26b     ||    66.80 |    70.94 |   +6%˄ ||    14.13 |    14.07 |   -0%˄ | (run time too short) |
 | 26c     ||   144.74 |   150.85 |   +4%˄ ||     6.59 |     6.62 |   +0%˄ | (run time too short) |
+| 27a     ||    32.55 |    30.76 |   -5%˄ ||    24.72 |    32.42 |  +31%˄ | (run time too short) |
+| 27b     ||    31.76 |    30.48 |   -4%˄ ||    25.48 |    32.69 |  +28%˄ | (run time too short) |
+| 27c     ||    37.05 |    34.22 |   -8%˄ ||    24.59 |    29.12 |  +18%˄ | (run time too short) |
 | 28a     ||   150.75 |   149.92 |   -1%˄ ||     6.43 |     6.66 |   +4%˄ | (run time too short) |
+| 28b     ||    37.38 |    35.49 |   -5%˄ ||    24.72 |    28.08 |  +14%˄ | (run time too short) |
 | 28c     ||   119.40 |   119.57 |   +0%˄ ||     8.10 |     8.35 |   +3%˄ | (run time too short) |
+| 29a     ||    62.19 |    64.43 |   +4%˄ ||    14.81 |    15.50 |   +5%˄ | (run time too short) |
 | 29b     ||   108.79 |   110.30 |   +1%˄ ||     8.82 |     9.06 |   +3%˄ | (run time too short) |
 | 29c     ||    66.08 |    68.27 |   +3%˄ ||    14.18 |    14.62 |   +3%˄ | (run time too short) |
+| 2a      ||    32.10 |    31.81 |   -1%˄ ||    24.68 |    31.30 |  +27%˄ | (run time too short) |
 | 2b      ||    29.36 |    30.36 |   +3%˄ ||    31.64 |    32.76 |   +4%˄ | (run time too short) |
+| 2c      ||    22.05 |    23.03 |   +4%˄ ||    32.92 |    43.13 |  +31%˄ | (run time too short) |
+| 2d      ||    58.52 |    58.22 |   -1%˄ ||    16.20 |    17.13 |   +6%˄ | (run time too short) |
+| 30a     ||    54.88 |    54.24 |   -1%˄ ||    16.43 |    18.39 |  +12%˄ | (run time too short) |
+| 30b     ||    47.62 |    45.54 |   -4%˄ ||    19.16 |    21.90 |  +14%˄ | (run time too short) |
 | 30c     ||   112.16 |   114.37 |   +2%˄ ||     8.53 |     8.73 |   +2%˄ | (run time too short) |
+| 31a     ||    44.78 |    41.17 |   -8%˄ ||    19.77 |    24.21 |  +22%˄ | (run time too short) |
+| 31b     ||    42.31 |    38.85 |   -8%˄ ||    19.85 |    25.66 |  +29%˄ | (run time too short) |
+| 31c     ||    46.10 |    46.68 |   +1%˄ ||    19.71 |    21.36 |   +8%˄ | (run time too short) |
+| 32a     ||    10.82 |    11.49 |   +6%˄ ||    49.85 |    85.86 |  +72%˄ | (run time too short) |
+| 32b     ||    39.40 |    40.28 |   +2%˄ ||    23.62 |    24.73 |   +5%˄ | (run time too short) |
+| 33a     ||    16.28 |    16.07 |   -1%˄ ||    49.33 |    61.70 |  +25%˄ | (run time too short) |
+| 33b     ||    13.64 |    13.91 |   +2%˄ ||    49.33 |    71.12 |  +44%˄ | (run time too short) |
+| 33c     ||    24.91 |    24.43 |   -2%˄ ||    32.88 |    40.70 |  +24%˄ | (run time too short) |
+| 3a      ||    46.49 |    43.35 |   -7%˄ ||    19.44 |    23.00 |  +18%˄ | (run time too short) |
+| 3b      ||    10.90 |    10.97 |   +1%˄ ||    49.81 |    89.93 |  +81%˄ | (run time too short) |
 | 3c      ||    86.80 |    88.75 |   +2%˄ ||    10.89 |    11.25 |   +3%˄ | (run time too short) |
+| 4a      ||    77.02 |    77.13 |   +0%˄ ||    12.20 |    12.94 |   +6%˄ | (run time too short) |
+| 4b      ||     9.11 |     8.98 |   -1%˄ ||    83.58 |   109.77 |  +31%˄ | (run time too short) |
-| 4c      ||    99.91 |   105.30 |   +5%˄ ||     9.50 |     9.48 |   -0%˄ | (run time too short) |
+| 5a      ||    35.65 |    32.26 |  -10%˄ ||    23.97 |    30.88 |  +29%˄ | (run time too short) |
+| 5b      ||    28.54 |    28.49 |   -0%˄ ||    31.05 |    34.90 |  +12%˄ | (run time too short) |
+| 5c      ||    58.45 |    53.07 |   -9%˄ ||    15.49 |    18.79 |  +21%˄ | (run time too short) |
+| 6a      ||    32.65 |    33.67 |   +3%˄ ||    24.88 |    29.62 |  +19%˄ | (run time too short) |
+| 6b      ||    54.95 |    56.90 |   +4%˄ ||    16.55 |    17.54 |   +6%˄ | (run time too short) |
+| 6c      ||    29.67 |    31.46 |   +6%˄ ||    28.62 |    31.69 |  +11%˄ | (run time too short) |
 | 6d      ||   156.59 |   160.15 |   +2%˄ ||     6.19 |     6.24 |   +1%˄ | (run time too short) |
+| 6e      ||    32.00 |    33.66 |   +5%˄ ||    25.52 |    29.62 |  +16%˄ | (run time too short) |
 | 6f      ||   480.92 |   483.35 |   +1%˄ ||     2.06 |     2.07 |   +0%˄ | (run time too short) |
+| 7a      ||    38.24 |    33.96 |  -11%˄ ||    24.11 |    29.35 |  +22%˄ | (run time too short) |
+| 7b      ||    37.64 |    33.02 |  -12%˄ ||    24.71 |    30.18 |  +22%˄ | (run time too short) |
 | 7c      ||   314.40 |   317.45 |   +1%˄ ||     3.13 |     3.15 |   +1%˄ | (run time too short) |
+| 8a      ||    40.56 |    40.76 |   +0%˄ ||    21.89 |    24.45 |  +12%˄ | (run time too short) |
+| 8b      ||    37.26 |    37.76 |   +1%˄ ||    24.60 |    26.40 |   +7%˄ | (run time too short) |
 | 8c      ||  1180.22 |  1184.12 |   +0%˄ ||     0.84 |     0.84 |   +0%˄ |               0.3419 |
 | 8d      ||   244.12 |   248.24 |   +2%˄ ||     4.02 |     4.03 |   +0%˄ | (run time too short) |
 | 9a      ||   148.01 |   149.50 |   +1%˄ ||     6.51 |     6.68 |   +3%˄ | (run time too short) |
+| 9b      ||    86.90 |    85.37 |   -2%˄ ||    10.89 |    11.70 |   +7%˄ | (run time too short) |
 | 9c      ||   144.64 |   144.59 |   -0%˄ ||     6.67 |     6.91 |   +3%˄ | (run time too short) |
 | 9d      ||   340.72 |   342.22 |   +0%˄ ||     2.89 |     2.92 |   +1%˄ | (run time too short) |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 | Sum     || 15450.16 | 15555.91 |   +1%  ||          |          |        |                      |
+| Geomean ||          |          |        ||          |          |  +11%  |                      |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                         |
 +---------++----------+----------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkJoinOrder - multi-threaded, shuffled, 28 clients, 28 cores

Sum of avg. item runtimes: +3% || Geometric mean of throughput changes: -2%
Configuration Overview - click to expand
 +Configuration Overview---------+---------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkJoinOrder_f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91_mt.json | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkJoinOrder_b3b0c86fc42c8c6f8631df85704d47162d01641d_mt.json |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91-dirty                                                                                              | b3b0c86fc42c8c6f8631df85704d47162d01641d-dirty                                                                                              |
 |  benchmark_mode               | Shuffled                                                                                                                                    | Shuffled                                                                                                                                    |
 |  build_type                   | release                                                                                                                                     | release                                                                                                                                     |
 |  chunk_indexes                | False                                                                                                                                       | False                                                                                                                                       |
 |  chunk_size                   | 65535                                                                                                                                       | 65535                                                                                                                                       |
 |  clients                      | 28                                                                                                                                          | 28                                                                                                                                          |
 |  compiler                     | clang 15.0.7                                                                                                                                | clang 15.0.7                                                                                                                                |
 |  cores                        | 28                                                                                                                                          | 28                                                                                                                                          |
 |  data_preparation_cores       | 0                                                                                                                                           | 0                                                                                                                                           |
 |  date                         | 2024-05-22 16:37:11                                                                                                                         | 2024-05-22 20:15:23                                                                                                                         |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                     | {'default': {'encoding': 'Dictionary'}}                                                                                                     |
 |  max_duration                 | 1200000000000                                                                                                                               | 1200000000000                                                                                                                               |
 |  max_runs                     | -1                                                                                                                                          | -1                                                                                                                                          |
 |  time_unit                    | ns                                                                                                                                          | ns                                                                                                                                          |
 |  using_scheduler              | True                                                                                                                                        | True                                                                                                                                        |
 |  utilized_cores_per_numa_node | [0, 0, 28]                                                                                                                                  | [0, 0, 28]                                                                                                                                  |
 |  verify                       | False                                                                                                                                       | False                                                                                                                                       |
 |  warmup_duration              | 0                                                                                                                                           | 0                                                                                                                                           |
 +-------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
-| 10a     ||   166.42 |   186.09 |  +12%  ||     0.61 |     0.60 |   -2%  |  0.3496 |
-| 10b     ||   131.10 |   145.43 |  +11%  ||     0.61 |     0.60 |   -2%  |  0.5370 |
-| 10c     ||   457.37 |   502.24 |  +10%  ||     0.61 |     0.60 |   -1%  |  0.2357 |
-| 11a     ||   108.96 |   119.23 |   +9%  ||     0.61 |     0.60 |   -1%  |  0.5395 |
-| 11b     ||   102.27 |   133.79 |  +31%  ||     0.61 |     0.60 |   -2%  |  0.1322 |
-| 11c     ||    83.62 |    95.81 |  +15%  ||     0.61 |     0.60 |   -1%  |  0.3140 |
-| 11d     ||    91.50 |    97.75 |   +7%  ||     0.61 |     0.60 |   -2%  |  0.6142 |
+| 12a     ||   133.29 |   117.85 |  -12%  ||     0.61 |     0.60 |   -2%  |  0.3040 |
-| 12b     ||    76.76 |    86.25 |  +12%  ||     0.61 |     0.60 |   -2%  |  0.4902 |
 | 12c     ||   281.23 |   287.26 |   +2%  ||     0.61 |     0.60 |   -1%  |  0.8274 |
-| 13a     ||   404.24 |   435.47 |   +8%  ||     0.61 |     0.60 |   -2%  |  0.3279 |
-| 13b     ||   284.05 |   326.82 |  +15%  ||     0.61 |     0.60 |   -2%  |  0.1248 |
+| 13c     ||   287.20 |   267.67 |   -7%  ||     0.61 |     0.60 |   -2%  |  0.4220 |
 | 13d     ||   831.93 |   851.22 |   +2%  ||     0.61 |     0.60 |   -2%  |  0.6590 |
 | 14a     ||   332.70 |   341.99 |   +3%  ||     0.61 |     0.60 |   -2%  |  0.7455 |
-| 14b     ||   362.32 |   398.97 |  +10%  ||     0.61 |     0.60 |   -2%  |  0.3263 |
-| 14c     ||   490.48 |   514.14 |   +5%  ||     0.61 |     0.60 |   -2%  |  0.5021 |
+| 15a     ||   119.74 |   107.41 |  -10%  ||     0.61 |     0.60 |   -1%  |  0.4342 |
+| 15b     ||   137.06 |    98.71 |  -28%  ||     0.61 |     0.60 |   -2%  |  0.0536 |
-| 15c     ||   118.79 |   141.07 |  +19%  ||     0.61 |     0.60 |   -2%  |  0.2451 |
+| 15d     ||   148.76 |   137.86 |   -7%  ||     0.61 |     0.60 |   -2%  |  0.5376 |
 | 16a     ||  1431.45 |  1412.49 |   -1%  ||     0.61 |     0.60 |   -2%  |  0.7183 |
 | 16b     ||  2742.89 |  2747.25 |   +0%  ||     0.61 |     0.60 |   -2%  |  0.9326 |
-| 16c     ||  1561.10 |  1697.87 |   +9%  ||     0.61 |     0.60 |   -2%  |  0.0129 |
 | 16d     ||  1568.57 |  1562.01 |   -0%  ||     0.61 |     0.60 |   -1%  |  0.9040 |
-| 17a     ||   756.09 |   821.05 |   +9%  ||     0.61 |     0.60 |   -2%  |  0.1753 |
-| 17b     ||   550.85 |   619.66 |  +12%  ||     0.61 |     0.60 |   -2%  |  0.0801 |
 | 17c     ||   560.47 |   536.55 |   -4%  ||     0.61 |     0.60 |   -2%  |  0.5378 |
-| 17d     ||   520.22 |   610.06 |  +17%  ||     0.61 |     0.60 |   -2%  |  0.0212 |
 | 17e     ||  1481.41 |  1484.29 |   +0%  ||     0.61 |     0.60 |   -1%  |  0.9570 |
 | 17f     ||  1043.15 |  1005.68 |   -4%  ||     0.61 |     0.60 |   -2%  |  0.4560 |
-| 18a     ||   244.10 |   275.23 |  +13%  ||     0.61 |     0.60 |   -1%  |  0.3052 |
+| 18b     ||   375.11 |   327.28 |  -13%  ||     0.61 |     0.60 |   -2%  |  0.1806 |
+| 18c     ||   569.38 |   526.72 |   -7%  ||     0.61 |     0.60 |   -2%  |  0.3214 |
 | 19a     ||   516.61 |   500.24 |   -3%  ||     0.61 |     0.60 |   -2%  |  0.6676 |
 | 19b     ||   348.81 |   358.11 |   +3%  ||     0.61 |     0.60 |   -1%  |  0.7779 |
-| 19c     ||   552.96 |   641.08 |  +16%  ||     0.61 |     0.60 |   -2%  |  0.0362 |
 | 19d     ||  1273.21 |  1246.00 |   -2%  ||     0.61 |     0.60 |   -2%  |  0.5750 |
-| 1a      ||    39.04 |    53.23 |  +36%  ||     0.61 |     0.60 |   -2%  |  0.1631 |
-| 1b      ||    36.74 |    55.13 |  +50%  ||     0.61 |     0.60 |   -2%  |  0.0347 |
-| 1c      ||    40.89 |    45.86 |  +12%  ||     0.61 |     0.60 |   -2%  |  0.6247 |
 | 1d      ||    45.69 |    47.42 |   +4%  ||     0.61 |     0.60 |   -2%  |  0.9121 |
+| 20a     ||   480.35 |   401.62 |  -16%  ||     0.61 |     0.60 |   -2%  |  0.0347 |
 | 20b     ||   348.43 |   350.03 |   +0%  ||     0.61 |     0.60 |   -1%  |  0.9594 |
-| 20c     ||   319.30 |   342.78 |   +7%  ||     0.61 |     0.60 |   -2%  |  0.3527 |
-| 21a     ||   130.38 |   185.10 |  +42%  ||     0.61 |     0.60 |   -1%  |  0.0272 |
 | 21b     ||   122.94 |   128.47 |   +4%  ||     0.61 |     0.60 |   -1%  |  0.7746 |
+| 21c     ||   210.45 |   176.75 |  -16%  ||     0.61 |     0.60 |   -1%  |  0.2333 |
+| 22a     ||   471.82 |   409.38 |  -13%  ||     0.61 |     0.60 |   -1%  |  0.1411 |
-| 22b     ||   344.31 |   393.37 |  +14%  ||     0.61 |     0.60 |   -2%  |  0.2141 |
-| 22c     ||   522.46 |   556.25 |   +6%  ||     0.61 |     0.60 |   -1%  |  0.4284 |
-| 22d     ||   707.44 |   818.58 |  +16%  ||     0.61 |     0.60 |   -2%  |  0.0258 |
-| 23a     ||   144.81 |   167.47 |  +16%  ||     0.61 |     0.60 |   -2%  |  0.3029 |
+| 23b     ||   122.24 |    99.79 |  -18%  ||     0.61 |     0.60 |   -2%  |  0.1462 |
-| 23c     ||   150.81 |   176.22 |  +17%  ||     0.61 |     0.60 |   -2%  |  0.2511 |
-| 24a     ||   359.70 |   425.37 |  +18%  ||     0.61 |     0.60 |   -1%  |  0.0999 |
-| 24b     ||   257.13 |   270.52 |   +5%  ||     0.61 |     0.60 |   -2%  |  0.6383 |
-| 25a     ||   362.38 |   399.75 |  +10%  ||     0.61 |     0.60 |   -1%  |  0.3219 |
-| 25b     ||   188.18 |   222.65 |  +18%  ||     0.61 |     0.60 |   -2%  |  0.2788 |
-| 25c     ||   741.18 |   810.36 |   +9%  ||     0.61 |     0.60 |   -2%  |  0.1492 |
+| 26a     ||   401.20 |   380.97 |   -5%  ||     0.61 |     0.60 |   -2%  |  0.5583 |
-| 26b     ||   224.77 |   240.33 |   +7%  ||     0.61 |     0.60 |   -2%  |  0.5595 |
-| 26c     ||   486.93 |   593.85 |  +22%  ||     0.61 |     0.60 |   -1%  |  0.0087 |
 | 27a     ||   171.28 |   171.97 |   +0%  ||     0.61 |     0.60 |   -2%  |  0.9765 |
-| 27b     ||   141.87 |   163.59 |  +15%  ||     0.61 |     0.60 |   -2%  |  0.3152 |
 | 27c     ||   182.22 |   179.30 |   -2%  ||     0.61 |     0.60 |   -2%  |  0.9021 |
+| 28a     ||   587.36 |   547.12 |   -7%  ||     0.61 |     0.60 |   -1%  |  0.3181 |
-| 28b     ||   223.08 |   234.98 |   +5%  ||     0.61 |     0.60 |   -1%  |  0.6556 |
+| 28c     ||   552.73 |   518.56 |   -6%  ||     0.61 |     0.60 |   -2%  |  0.3872 |
-| 29a     ||   309.12 |   324.37 |   +5%  ||     0.61 |     0.60 |   -2%  |  0.6614 |
+| 29b     ||   372.63 |   335.61 |  -10%  ||     0.61 |     0.60 |   -1%  |  0.2688 |
 | 29c     ||   325.69 |   338.53 |   +4%  ||     0.61 |     0.60 |   -2%  |  0.6861 |
+| 2a      ||   133.44 |   126.09 |   -6%  ||     0.61 |     0.60 |   -2%  |  0.6981 |
 | 2b      ||   128.72 |   125.31 |   -3%  ||     0.61 |     0.60 |   -2%  |  0.8469 |
+| 2c      ||   108.30 |    82.03 |  -24%  ||     0.61 |     0.60 |   -2%  |  0.0943 |
+| 2d      ||   219.76 |   203.74 |   -7%  ||     0.61 |     0.60 |   -2%  |  0.5251 |
 | 30a     ||   323.28 |   318.01 |   -2%  ||     0.61 |     0.60 |   -2%  |  0.8796 |
 | 30b     ||   293.91 |   293.20 |   -0%  ||     0.61 |     0.60 |   -2%  |  0.9828 |
-| 30c     ||   506.05 |   574.17 |  +13%  ||     0.61 |     0.60 |   -2%  |  0.0681 |
-| 31a     ||   256.21 |   284.37 |  +11%  ||     0.61 |     0.60 |   -2%  |  0.3960 |
 | 31b     ||   245.33 |   235.87 |   -4%  ||     0.61 |     0.60 |   -2%  |  0.7624 |
-| 31c     ||   318.34 |   339.73 |   +7%  ||     0.61 |     0.60 |   -2%  |  0.6019 |
+| 32a     ||    58.77 |    52.07 |  -11%  ||     0.61 |     0.60 |   -2%  |  0.5648 |
+| 32b     ||   171.69 |   152.98 |  -11%  ||     0.61 |     0.60 |   -2%  |  0.3265 |
-| 33a     ||   100.80 |   119.69 |  +19%  ||     0.61 |     0.60 |   -2%  |  0.2883 |
 | 33b     ||    84.02 |    87.03 |   +4%  ||     0.61 |     0.60 |   -2%  |  0.8313 |
-| 33c     ||   141.80 |   165.64 |  +17%  ||     0.61 |     0.60 |   -2%  |  0.2743 |
 | 3a      ||   233.68 |   232.55 |   -0%  ||     0.61 |     0.60 |   -1%  |  0.9681 |
-| 3b      ||    51.98 |    90.21 |  +74%  ||     0.61 |     0.60 |   -2%  |  0.0566 |
 | 3c      ||   354.53 |   343.12 |   -3%  ||     0.61 |     0.60 |   -2%  |  0.7271 |
+| 4a      ||   250.76 |   238.64 |   -5%  ||     0.61 |     0.60 |   -2%  |  0.6230 |
-| 4b      ||    60.97 |    70.92 |  +16%  ||     0.61 |     0.60 |   -2%  |  0.5430 |
-| 4c      ||   270.41 |   310.17 |  +15%  ||     0.61 |     0.60 |   -2%  |  0.1470 |
-| 5a      ||   191.48 |   212.05 |  +11%  ||     0.61 |     0.60 |   -1%  |  0.4419 |
-| 5b      ||   124.62 |   134.09 |   +8%  ||     0.61 |     0.60 |   -2%  |  0.5911 |
-| 5c      ||   282.18 |   314.91 |  +12%  ||     0.61 |     0.60 |   -2%  |  0.3294 |
+| 6a      ||   142.19 |   123.01 |  -13%  ||     0.61 |     0.60 |   -2%  |  0.2378 |
+| 6b      ||   185.08 |   168.72 |   -9%  ||     0.61 |     0.60 |   -2%  |  0.4325 |
+| 6c      ||   140.60 |   123.87 |  -12%  ||     0.61 |     0.60 |   -2%  |  0.4889 |
 | 6d      ||   549.47 |   537.56 |   -2%  ||     0.61 |     0.60 |   -2%  |  0.7690 |
+| 6e      ||   156.78 |   136.70 |  -13%  ||     0.61 |     0.60 |   -2%  |  0.2833 |
 | 6f      ||  1076.96 |  1041.11 |   -3%  ||     0.61 |     0.60 |   -2%  |  0.3823 |
-| 7a      ||   146.30 |   194.47 |  +33%  ||     0.61 |     0.60 |   -2%  |  0.0474 |
+| 7b      ||   144.27 |   136.47 |   -5%  ||     0.61 |     0.60 |   -2%  |  0.6734 |
+| 7c      ||  1034.20 |   941.25 |   -9%  ||     0.61 |     0.60 |   -1%  |  0.0479 |
 | 8a      ||   209.15 |   210.79 |   +1%  ||     0.61 |     0.60 |   -1%  |  0.9541 |
-| 8b      ||   163.71 |   204.55 |  +25%  ||     0.61 |     0.60 |   -2%  |  0.0956 |
-| 8c      ||  1930.36 |  2056.02 |   +7%  ||     0.61 |     0.60 |   -2%  |  0.0084 |
-| 8d      ||   563.98 |   618.48 |  +10%  ||     0.61 |     0.60 |   -2%  |  0.1197 |
-| 9a      ||   586.03 |   670.31 |  +14%  ||     0.61 |     0.60 |   -1%  |  0.0749 |
 | 9b      ||   364.31 |   378.50 |   +4%  ||     0.61 |     0.60 |   -2%  |  0.6291 |
 | 9c      ||   627.38 |   643.27 |   +3%  ||     0.61 |     0.60 |   -2%  |  0.7404 |
 | 9d      ||   976.57 |   989.02 |   +1%  ||     0.61 |     0.60 |   -2%  |  0.7958 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     || 45280.09 | 46610.59 |   +3%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   -2%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

hyriseBenchmarkStarSchema - single-threaded

Sum of avg. item runtimes: +7% || Geometric mean of throughput changes: -10%
Configuration Overview - click to expand
 +Configuration Overview---+----------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter               | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkStarSchema_f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91_st.json | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkStarSchema_b3b0c86fc42c8c6f8631df85704d47162d01641d_st.json |
 +-------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH               | f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91-dirty                                                                                               | b3b0c86fc42c8c6f8631df85704d47162d01641d-dirty                                                                                               |
 |  benchmark_mode         | Ordered                                                                                                                                      | Ordered                                                                                                                                      |
 |  build_type             | release                                                                                                                                      | release                                                                                                                                      |
 |  chunk_indexes          | False                                                                                                                                        | False                                                                                                                                        |
 |  chunk_size             | 65535                                                                                                                                        | 65535                                                                                                                                        |
 |  clients                | 1                                                                                                                                            | 1                                                                                                                                            |
 |  compiler               | clang 15.0.7                                                                                                                                 | clang 15.0.7                                                                                                                                 |
 |  cores                  | 0                                                                                                                                            | 0                                                                                                                                            |
 |  data_preparation_cores | 0                                                                                                                                            | 0                                                                                                                                            |
 |  date                   | 2024-05-22 16:57:39                                                                                                                          | 2024-05-22 20:35:49                                                                                                                          |
 |  encoding               | {'default': {'encoding': 'Dictionary'}}                                                                                                      | {'default': {'encoding': 'Dictionary'}}                                                                                                      |
 |  max_duration           | 60000000000                                                                                                                                  | 60000000000                                                                                                                                  |
 |  max_runs               | 50                                                                                                                                           | 50                                                                                                                                           |
 |  scale_factor           | 10.0                                                                                                                                         | 10.0                                                                                                                                         |
 |  time_unit              | ns                                                                                                                                           | ns                                                                                                                                           |
 |  using_scheduler        | False                                                                                                                                        | False                                                                                                                                        |
 |  verify                 | False                                                                                                                                        | False                                                                                                                                        |
 |  warmup_duration        | 1000000000                                                                                                                                   | 1000000000                                                                                                                                   |
 +-------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |     new |        ||      old |      new |        |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
-| 1.1     ||   328.49 |  368.96 |  +12%˄ ||     3.04 |     2.71 |  -11%˄ | (run time too short) |
-| 1.2     ||   155.09 |  162.58 |   +5%˄ ||     6.45 |     6.15 |   -5%˄ | (run time too short) |
 | 1.3     ||   154.88 |  159.77 |   +3%˄ ||     6.46 |     6.26 |   -3%˄ | (run time too short) |
-| 2.1     ||   544.52 |  572.18 |   +5%˄ ||     1.84 |     1.75 |   -5%˄ | (run time too short) |
 | 2.2     ||   288.82 |  301.34 |   +4%˄ ||     3.46 |     3.32 |   -4%˄ | (run time too short) |
-| 2.3     ||   192.80 |  204.33 |   +6%˄ ||     5.19 |     4.89 |   -6%˄ | (run time too short) |
-| 3.1     ||  2832.96 | 3044.31 |   +7%  ||     0.35 |     0.33 |   -7%  |               0.0000 |
-| 3.2     ||   257.03 |  301.09 |  +17%˄ ||     3.89 |     3.32 |  -15%˄ | (run time too short) |
-| 3.3     ||   115.84 |  153.64 |  +33%˄ ||     8.63 |     6.51 |  -25%˄ | (run time too short) |
-| 3.4     ||   108.85 |  144.62 |  +33%˄ ||     9.19 |     6.91 |  -25%˄ | (run time too short) |
 | 4.1     ||  2898.34 | 2958.72 |   +2%  ||     0.35 |     0.34 |   -2%  |               0.0750 |
-| 4.2     ||   849.03 |  904.17 |   +6%˄ ||     1.18 |     1.11 |   -6%˄ | (run time too short) |
-| 4.3     ||   239.71 |  277.45 |  +16%˄ ||     4.17 |     3.60 |  -14%˄ | (run time too short) |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
-| Sum     ||  8966.35 | 9553.16 |   +7%  ||          |          |        |                      |
-| Geomean ||          |         |        ||          |          |  -10%  |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                        |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkStarSchema - multi-threaded, ordered, 1 client, 28 cores

Sum of avg. item runtimes: -1% || Geometric mean of throughput changes: +4%
Configuration Overview - click to expand
 +Configuration Overview---------+------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkStarSchema_f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91_mt_ordered.json | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkStarSchema_b3b0c86fc42c8c6f8631df85704d47162d01641d_mt_ordered.json |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91-dirty                                                                                                       | b3b0c86fc42c8c6f8631df85704d47162d01641d-dirty                                                                                                       |
 |  benchmark_mode               | Ordered                                                                                                                                              | Ordered                                                                                                                                              |
 |  build_type                   | release                                                                                                                                              | release                                                                                                                                              |
 |  chunk_indexes                | False                                                                                                                                                | False                                                                                                                                                |
 |  chunk_size                   | 65535                                                                                                                                                | 65535                                                                                                                                                |
 |  clients                      | 1                                                                                                                                                    | 1                                                                                                                                                    |
 |  compiler                     | clang 15.0.7                                                                                                                                         | clang 15.0.7                                                                                                                                         |
 |  cores                        | 28                                                                                                                                                   | 28                                                                                                                                                   |
 |  data_preparation_cores       | 0                                                                                                                                                    | 0                                                                                                                                                    |
 |  date                         | 2024-05-22 17:03:03                                                                                                                                  | 2024-05-22 20:41:30                                                                                                                                  |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                              | {'default': {'encoding': 'Dictionary'}}                                                                                                              |
 |  max_duration                 | 60000000000                                                                                                                                          | 60000000000                                                                                                                                          |
 |  max_runs                     | 50                                                                                                                                                   | 50                                                                                                                                                   |
 |  scale_factor                 | 10.0                                                                                                                                                 | 10.0                                                                                                                                                 |
 |  time_unit                    | ns                                                                                                                                                   | ns                                                                                                                                                   |
 |  using_scheduler              | True                                                                                                                                                 | True                                                                                                                                                 |
 |  utilized_cores_per_numa_node | [0, 0, 28]                                                                                                                                           | [0, 0, 28]                                                                                                                                           |
 |  verify                       | False                                                                                                                                                | False                                                                                                                                                |
 |  warmup_duration              | 1000000000                                                                                                                                           | 1000000000                                                                                                                                           |
 +-------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Item    || Latency (ms/iter)  | Change || Throughput (iter/s) | Change |              p-value |
 |         ||      old |     new |        ||      old |      new |        |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
+| 1.1     ||   104.97 |  104.20 |   -1%˄ ||     8.98 |     9.58 |   +7%˄ | (run time too short) |
+| 1.2     ||    89.80 |   89.72 |   -0%˄ ||    10.46 |    11.13 |   +6%˄ | (run time too short) |
+| 1.3     ||    85.68 |   85.66 |   -0%˄ ||    11.03 |    11.65 |   +6%˄ | (run time too short) |
 | 2.1     ||   340.46 |  340.46 |   -0%˄ ||     2.89 |     2.94 |   +1%˄ | (run time too short) |
 | 2.2     ||   163.90 |  165.99 |   +1%˄ ||     5.90 |     6.02 |   +2%˄ | (run time too short) |
 | 2.3     ||    58.91 |   60.57 |   +3%˄ ||    16.12 |    16.46 |   +2%˄ | (run time too short) |
 | 3.1     ||   860.17 |  830.16 |   -3%˄ ||     1.16 |     1.20 |   +4%˄ | (run time too short) |
 | 3.2     ||   155.49 |  157.22 |   +1%˄ ||     6.23 |     6.35 |   +2%˄ | (run time too short) |
 | 3.3     ||    78.71 |   80.01 |   +2%˄ ||    12.07 |    12.47 |   +3%˄ | (run time too short) |
+| 3.4     ||    85.42 |   75.34 |  -12%˄ ||    11.01 |    13.25 |  +20%˄ | (run time too short) |
 | 4.1     ||   699.08 |  692.77 |   -1%˄ ||     1.42 |     1.44 |   +2%˄ | (run time too short) |
 | 4.2     ||   382.79 |  386.98 |   +1%˄ ||     2.57 |     2.58 |   +0%˄ | (run time too short) |
 | 4.3     ||   112.93 |  117.18 |   +4%˄ ||     8.47 |     8.52 |   +1%˄ | (run time too short) |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 | Sum     ||  3218.33 | 3186.26 |   -1%  ||          |          |        |                      |
 | Geomean ||          |         |        ||          |          |   +4%  |                      |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+
 |   Notes || ˄ Execution stopped due to max runs reached                                        |
 +---------++----------+---------+--------++----------+----------+--------+----------------------+

hyriseBenchmarkStarSchema - multi-threaded, shuffled, 28 clients, 28 cores

Sum of avg. item runtimes: +2% || Geometric mean of throughput changes: -2%
Configuration Overview - click to expand
 +Configuration Overview---------+----------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+
 | Parameter                     | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkStarSchema_f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91_mt.json | /home/Daniel.Lindner/hyrise/clang15-release/benchmark_all_results/hyriseBenchmarkStarSchema_b3b0c86fc42c8c6f8631df85704d47162d01641d_mt.json |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+
 |  GIT-HASH                     | f8f0db40e8efb4834f89e97e1cd086d8c0bf7f91-dirty                                                                                               | b3b0c86fc42c8c6f8631df85704d47162d01641d-dirty                                                                                               |
 |  benchmark_mode               | Shuffled                                                                                                                                     | Shuffled                                                                                                                                     |
 |  build_type                   | release                                                                                                                                      | release                                                                                                                                      |
 |  chunk_indexes                | False                                                                                                                                        | False                                                                                                                                        |
 |  chunk_size                   | 65535                                                                                                                                        | 65535                                                                                                                                        |
 |  clients                      | 28                                                                                                                                           | 28                                                                                                                                           |
 |  compiler                     | clang 15.0.7                                                                                                                                 | clang 15.0.7                                                                                                                                 |
 |  cores                        | 28                                                                                                                                           | 28                                                                                                                                           |
 |  data_preparation_cores       | 0                                                                                                                                            | 0                                                                                                                                            |
 |  date                         | 2024-05-22 17:06:22                                                                                                                          | 2024-05-22 20:44:52                                                                                                                          |
 |  encoding                     | {'default': {'encoding': 'Dictionary'}}                                                                                                      | {'default': {'encoding': 'Dictionary'}}                                                                                                      |
 |  max_duration                 | 1200000000000                                                                                                                                | 1200000000000                                                                                                                                |
 |  max_runs                     | -1                                                                                                                                           | -1                                                                                                                                           |
 |  scale_factor                 | 10.0                                                                                                                                         | 10.0                                                                                                                                         |
 |  time_unit                    | ns                                                                                                                                           | ns                                                                                                                                           |
 |  using_scheduler              | True                                                                                                                                         | True                                                                                                                                         |
 |  utilized_cores_per_numa_node | [0, 0, 28]                                                                                                                                   | [0, 0, 28]                                                                                                                                   |
 |  verify                       | False                                                                                                                                        | False                                                                                                                                        |
 |  warmup_duration              | 0                                                                                                                                            | 0                                                                                                                                            |
 +-------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Item    || Latency (ms/iter)   | Change || Throughput (iter/s) | Change | p-value |
 |         ||      old |      new |        ||      old |      new |        |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | 1.1     ||   649.03 |   659.20 |   +2%  ||     2.12 |     2.08 |   -2%  |  0.6751 |
 | 1.2     ||   372.76 |   366.14 |   -2%  ||     2.12 |     2.08 |   -2%  |  0.6990 |
 | 1.3     ||   343.68 |   358.74 |   +4%  ||     2.12 |     2.08 |   -2%  |  0.3806 |
 | 2.1     ||  1640.83 |  1658.78 |   +1%  ||     2.12 |     2.08 |   -2%  |  0.6561 |
 | 2.2     ||   876.23 |   883.73 |   +1%  ||     2.12 |     2.08 |   -2%  |  0.8004 |
 | 2.3     ||   333.59 |   345.40 |   +4%  ||     2.12 |     2.08 |   -2%  |  0.5313 |
-| 3.1     ||  2464.10 |  2610.54 |   +6%  ||     2.12 |     2.08 |   -2%  |  0.0003 |
 | 3.2     ||   819.46 |   815.79 |   -0%  ||     2.12 |     2.08 |   -2%  |  0.8974 |
 | 3.3     ||   436.78 |   418.42 |   -4%  ||     2.12 |     2.08 |   -2%  |  0.3860 |
+| 3.4     ||   431.05 |   395.62 |   -8%  ||     2.12 |     2.08 |   -2%  |  0.0693 |
-| 4.1     ||  2166.52 |  2296.65 |   +6%  ||     2.12 |     2.08 |   -2%  |  0.0014 |
 | 4.2     ||  1948.06 |  1964.07 |   +1%  ||     2.12 |     2.08 |   -2%  |  0.7211 |
 | 4.3     ||   614.21 |   640.53 |   +4%  ||     2.12 |     2.08 |   -2%  |  0.2767 |
 +---------++----------+----------+--------++----------+----------+--------+---------+
 | Sum     || 13096.31 | 13413.61 |   +2%  ||          |          |        |         |
 | Geomean ||          |          |        ||          |          |   -2%  |         |
 +---------++----------+----------+--------++----------+----------+--------+---------+

@dey4ss
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dey4ss commented May 23, 2024

If we do not want to have colored output in the end or in benchmark_all.sh, we could still remove the color codes as a post-processing step.

@Bouncner Bouncner changed the title [WIP] Attempt fix for benchmark_all output Fix for benchmark_all.sh output May 23, 2024
@Bouncner Bouncner merged commit 804f9ed into master May 23, 2024
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@Bouncner Bouncner deleted the martin/benchmark_all_color_fix branch May 23, 2024 13:26
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