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In last week's KubeRay community meeting we discussed kicking off some work to benchmark KubeRay and Ray on different aspects of scalability.
The end result should be something like:
As a bonus step, it would be great to setup periodic runs of scalability tests to catch possible regressions in performance.
As a starting point I would like to propose the following metrics to measure:
The text was updated successfully, but these errors were encountered:
For reference some work has been done in this area already but it primarily focuses on memory scalability https://docs.ray.io/en/latest/cluster/kubernetes/benchmarks/memory-scalability-benchmark.html#kuberay-mem-scalability
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cc @morhidi
This week is Google Cloud NEXT, but @kevin85421, @morhidi and I plan to meet some time next week to kick off this work.
If you have any ideas or feedback on what areas of scalability you would like us to test, please leave a note in this issue.
andrewsykim
kevin85421
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Description
In last week's KubeRay community meeting we discussed kicking off some work to benchmark KubeRay and Ray on different aspects of scalability.
The end result should be something like:
As a bonus step, it would be great to setup periodic runs of scalability tests to catch possible regressions in performance.
As a starting point I would like to propose the following metrics to measure:
Are you willing to submit a PR?
The text was updated successfully, but these errors were encountered: