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[Autoscaler] Improve NodeProvider interface, make it easier to extend it to cluster managers (e.g. Fargate) #25134

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DmitriGekhtman opened this issue May 24, 2022 · 1 comment
Open

[Autoscaler] Improve NodeProvider interface, make it easier to extend it to cluster managers (e.g. Fargate) #25134

DmitriGekhtman opened this issue May 24, 2022 · 1 comment
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enhancement Request for new feature and/or capability P2 Important issue, but not time-critical
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Infra Backlog

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@DmitriGekhtman
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DmitriGekhtman commented May 24, 2022 •
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Description

Make it easier to extend the autoscaler to work with cluster managers like Fargate. (Multiple users have asked about Fargate in particular see e.g. https://discuss.ray.io/t/running-on-ecs-fargate/2688/4)
Currently, it would take extremely specialized knowledge (of the Ray autoscaler) to achieve such an integration.

Use case

Increase adoption of Ray by making it easier to adapt to custom deployment environments.
@DmitriGekhtman DmitriGekhtman added enhancement Request for new feature and/or capability P2 Important issue, but not time-critical labels May 24, 2022
@DmitriGekhtman DmitriGekhtman added this to the Infra Backlog milestone May 24, 2022
@moleary-gsa
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I know this is quite old but we are looking to assess our options for parallelization of ML experimentation and are limited to using ECS on Fargate

Love to know if this has had any more traction?

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@DmitriGekhtman @moleary-gsa