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[Scheduler] about priority scheduling #4938

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whitewindmills opened this issue May 14, 2024 · 0 comments
Open

[Scheduler] about priority scheduling #4938

whitewindmills opened this issue May 14, 2024 · 0 comments
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kind/feature Categorizes issue or PR as related to a new feature.

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@whitewindmills
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What would you like to be added:
The current scheduler only schedules resources in order, that is, the resources triggered first can be scheduled first. They are stored in a first-in-first-out queue. This seems too simplistic at the moment, maybe it's time to introduce priority-based scheduling behavior.

Why is this needed:
In large-scale clusters, scheduling responses can become slow, An example use case is for data science workloads. A user may submit a job that they want to be prioritized above other workloads, but do not wish to affect existing work. The high priority resourceBinding will be scheduled ahead of other queued resourceBindings, as soon as sufficient cluster resources "naturally" become free.
priority-scheduling

@whitewindmills whitewindmills added the kind/feature Categorizes issue or PR as related to a new feature. label May 14, 2024
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