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[Core] does ray support affinity scheduling for tasks or actions? #47740

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kadisi opened this issue Sep 19, 2024 · 0 comments
Open

[Core] does ray support affinity scheduling for tasks or actions? #47740

kadisi opened this issue Sep 19, 2024 · 0 comments
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enhancement Request for new feature and/or capability triage Needs triage (eg: priority, bug/not-bug, and owning component)

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@kadisi
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kadisi commented Sep 19, 2024

Description

Does Ray support affinity scheduling for tasks or actors, like pod affinity for k8s?

Allows a group of different tasks to run on the same node and share Object storage memory, reducing grpc transfers.

Use case

In the ray data scenario, if there are multiple Physical operators of the ActorPoolMapOperator type, By using task affinity, objects generated by the parent Operator task can be directly consumed by tasks of the current Operator, reducing Object transfer across nodes.

@kadisi kadisi added enhancement Request for new feature and/or capability triage Needs triage (eg: priority, bug/not-bug, and owning component) labels Sep 19, 2024
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enhancement Request for new feature and/or capability triage Needs triage (eg: priority, bug/not-bug, and owning component)
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