The Definitive Guide toAI Data Centers
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Guide › Glossary › Kubernetes

Kubernetes · K8s

The dominant open-source container orchestration platform, increasingly used to schedule AI inference and training.

Current numbers

K8s 1.32+Standalone DRA driver path for ComputeDomains needs Kubernetes 1.32+, with the DRA feature gate enabled on 1.32 and 1.33as of 2026-10 · register ↗
~70% / ~20% / ~10%AI/HPC scheduler share: Slurm / Kubernetes / in-house (rule of thumb)as of 2026-05-15 · register ↗
1 / nodeKubernetes DRA driver allows one ComputeDomain per node, so a second domain cannot use that node's leftover GPUsas of 2025-11 · register ↗

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