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Check the model status before traffic gets redirected to the pods #66

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bdattoma opened this issue Aug 22, 2023 · 3 comments
Open

Check the model status before traffic gets redirected to the pods #66

bdattoma opened this issue Aug 22, 2023 · 3 comments
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kind/feature New feature

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@bdattoma
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/kind feature

Describe the solution you'd like
As of now, while the model is being loaded into memory, user queries may still reach a pod which may not be ready to answer (since the model is not loaded). The larger the model the larger the time to load it the larger the "downtime"

Anything else you would like to add:
This could be useful in different tasks like model/runtime canary rollout, replicas auto-scaling, etc

@openshift-ci openshift-ci bot added the kind/feature New feature label Aug 22, 2023
@bdattoma bdattoma changed the title Check the model status before traffic being redirected to the pod Check the model status before traffic gets redirected to the pods Aug 22, 2023
@danielezonca
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I think this ticket should be moved to upstream kserve repo ( https://github.com/kserve/kserve/issues ).
We can keep this as "clone" to simplify the tracking but the solution should be implemented upstream

@bdattoma
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bdattoma commented Sep 7, 2023

upstream issue: kserve#3113

@bdattoma
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