Gang autoscaling on OpenShift with Kueue and ProvisionRequest

132 · Red Hat · June 8, 2026, 7:22 a.m.
openshift Kubernetes Gang Scheduling Autoscaling
Summary
This blog post discusses the implementation of gang autoscaling in OpenShift using Kueue and the ProvisionRequest API, addressing challenges in scheduling distributed workloads such as AI/ML and HPC. It emphasizes the efficiency of resource utilization and how proper configuration can prevent waste and improve performance. Additionally, it hints at future explorations for autoscaling inference workloads.
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