How to Run Isolated Tenant Kubernetes Clusters on Shared GPU Infrastructure
NVIDIA proposes isolated tenant Kubernetes clusters to share GPU infrastructure across teams
NVIDIA's developer blog outlines an approach to running isolated tenant Kubernetes clusters on shared GPU hardware, addressing coordination problems like conflicting CRD versions and inability to carve GPU capacity into team-level budgets. The pattern targets organizations where per-team dedicated clusters create over-isolation but fully shared clusters create governance friction. This is practical MLOps guidance rather than a product launch or major industry signal.