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@polaris-slo-cloud

polaris-slo-cloud

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Bringing the starlight through the Cloud to the Edge. We hope you enjoy the ride! 🚀

Quickstart 🔰

Repository guides 📌

Schedulers

  • Vela Scheduler: Orchestrator-independent Distributed Scheduler for the Edge-Cloud continuum
  • Polaris Scheduler: SLO-aware Kubernetes scheduler for the Edge and Cloud

SLO

  • Polaris SLO Framework: The Polaris SLO Framework brings high-level Service Level Objectives and complex elasticity strategies to the Edge-Cloud continuum.
  • SLO Compass: A modern user interface for managing SLOs with the Polaris SLO Framework.
  • Polaris Demos: Demo implementations using the Polaris SLO Framework.

AI

  • Intelligent Sampling: A method to improve node sample quality for a large-scale, distributed, and heterogeneous infrastructure.
  • PolarisProfiler: Set of methods and tools to create workload profiles. The profiles can be associated to new workload using static, apriori, metadata.
  • Predictive Monitoring: Neural network models for predicting high-level SLOs from low-level metrics.
  • Polaris AI: A set of AI-enabled tools to ease and automate the management of SLO-aware clouds. (Support discontinued. The single projects have been moved to their own repositories mentioned above).

Serverless Runtime

  • Cwasi Shim: Lightweight OCI runtime shim for the Edge-Cloud continuum
  • Truffle: A proxy for inter-function communication in the Serverless Edge-Cloud continuum

Contributors ✨

Popular repositories

  1. polaris-slo-framework polaris-slo-framework Public

    Polaris SLO Framework brings high-level Service Level Objectives and complex elasticity strategies to the Edge-Cloud continuum.

    TypeScript 15 5

  2. polaris-scheduler polaris-scheduler Public

    SLO-aware Kubernetes scheduler for the Edge and Cloud

    Go 15 2

  3. containerd-shim-cwasi containerd-shim-cwasi Public

    Lightweight OCI runtime shim for the Edge-Cloud continuum

    Rust 6

  4. polaris-ai polaris-ai Public

    Jupyter Notebook 3

  5. vela-scheduler vela-scheduler Public

    Forked from polaris-slo-cloud/polaris-scheduler

    Orchestrator-independent Distributed Scheduler for the Edge-Cloud continuum

    Shell 3

  6. predictive-monitoring predictive-monitoring Public

    Jupyter Notebook 2

Repositories

Showing 10 of 19 repositories

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