KubeRay joins CNCF as the standard way to run Ray workloads on Kubernetes
PyTorch · x · 2026-11-11
Announced live at KubeCon: KubeRay has joined the CNCF, providing Kubernetes-native lifecycle management, autoscaling, scheduling, reliability and observability for Ray workloads. Robert Nishihara called it the standard way to run Ray on Kubernetes and the foundation of managed Ray offerings from major cloud providers. The CNCF–PyTorch Foundation collaboration aims to bridge large-scale distributed AI training/inference and robust Kubernetes infrastructure.
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