
Workload-Aware Scheduling in Kubernetes 1.36: The Decoupled PodGroup Model
Kubernetes 1.36 decouples scheduling policy from runtime instances with Workload API v1alpha2, standalone PodGroups, and a dedicated group scheduling cycle.
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Kubernetes 1.36 decouples scheduling policy from runtime instances with Workload API v1alpha2, standalone PodGroups, and a dedicated group scheduling cycle.

Armada treats multiple Kubernetes clusters as a single resource pool for GPU-intensive AI workloads, with global queue management, gang scheduling, and production-scale throughput.