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TAS: support for ElasticWorkloads #8160

@mimowo

Description

@mimowo

What would you like to be added:

Currently we support TAS and support ElasticWorkloads, but not combined:

This is not supported for two reasons:

  1. the workload annotation will get outdated: Allow Pods to identify the workload which admitted them without the "kueue.x-k8s.io/workload" annotation #6480
  2. the TopologyAssignment is not copied and adjusted between Workload Slices

An alternative approach which eliminates the need for (1.) is WorkloadResize, but this is also involving: #5897

Why is this needed:

We have users of TAS, and have users for ElasticJobs, unfortunately they cannot yet benefit from both features at the same time.

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kind/featureCategorizes issue or PR as related to a new feature.priority/important-soonMust be staffed and worked on either currently, or very soon, ideally in time for the next release.

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