Kubernetes v1.36: Advancing Workload-Aware Scheduling

AI/ML and batch workloads introduce unique scheduling challenges that go beyond simple Pod-by-Pod scheduling. In Kubernetes v1.35, we introduced the first tranche of workload-aware scheduling improvements, featuring the foundational Workload API alongside basic gang scheduling support built on a Pod-based framework, and an opportunistic batching feature to efficiently process identical Pods. Kubernetes v1.36 introduces a significant architectural evolution by cleanly separating API concerns: the Workload API acts as a static template, while the new PodGroup API handles the runtime state. To s…

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On 05/14/2026, 03:35 AM, Kubernetes Blog published "Kubernetes v1.36: Advancing Workload-Aware Scheduling" (type: Release). Related technologies: Kubernetes.