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[Feature] scheduled jobs, workflows, and incremental learning #2363

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dberardo-com opened this issue Sep 8, 2024 · 1 comment
Open
1 of 2 tasks

[Feature] scheduled jobs, workflows, and incremental learning #2363

dberardo-com opened this issue Sep 8, 2024 · 1 comment
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enhancement New feature or request triage

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@dberardo-com
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  • I had searched in the issues and found no similar feature requirement.

Description

does (kube)ray support scheduled jobs (e.g. through cronjobs)?

is it possible to chain different jobs/pipelines together, e.g. when a deployed modelA returns a specific value, then start a training pipeline for another model and so on. as in, is there the concept of workflows in ray?

is there any incremental (online) learning model implementation in ray library and if so, how to distribute it and checkpointing it ?

Use case

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Related issues

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Are you willing to submit a PR?

  • Yes I am willing to submit a PR!
@dberardo-com dberardo-com added enhancement New feature or request triage labels Sep 8, 2024
@andrewsykim
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I can't comment on workflows for Ray, but cronjob-like feature for KubeRay with RayJob seems like reasonable feature request

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@andrewsykim @dberardo-com