[pull] main from kubernetes-sigs:main#440
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A Workload owned by a single Pod (the pod integration: bare pods and e.g. Deployment replicas) is deleted together with its pod, so no future pod can ever consume a recomputed topology assignment. Kueue recomputes such assignments in two places today, and both make the stored assignment diverge from the node the still-running pod occupies, corrupting per-node capacity accounting in both directions (the real node is treated as free and over-admitted; the newly assigned node is blocked for other admissions): 1. Failed-node replacement: after NodeFailureDelay the node is marked unhealthy and the scheduler computes a replacement assignment, while the pod keeps running on the original node through transient NotReady blips. 2. Post-eviction requeue: an evicted (e.g. preempted) Workload is requeued and re-admitted with a fresh assignment within milliseconds, while its pod drains the termination grace period on the original node. With the SkipReassignmentForPodOwnedWorkloads gate enabled, Kueue instead (1) keeps the existing assignment during node replacement (the node stays tracked in .status.unhealthyNodes and is cleared on the next scheduling pass), and (2) sets Requeued=False on eviction, parking the Workload so it finishes with its pod. Recovery happens through the pod lifecycle: the owning controller's replacement pod arrives as a new Workload admitted with a fresh assignment. Workloads with any other owner, including pod groups, keep the existing behavior.
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