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Scheduler Core Logic for minSubGroup #1350

@davidLif

Description

@davidLif

Implement the core scheduler logic to support hierarchical elastic gang scheduling with minSubGroup.

Update the scheduler cache, actions (Allocate, Reclaim, Preempt), and plugins
to correctly handle elastic PodGroups where only a subset of child SubGroups need to be scheduled.

Add unit and integration tests as required

Scheduler successfully respects minSubGroup field throughout all scheduling actions and cache

PodGroup status reflects SubGroup-level readiness

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