Virtual Cluster

360 Zhihui Cloud Developer

Jun 18, 2025 · Cloud Native

Unifying GPU Management Across Kubernetes Clusters with RBAC & Virtual Control Planes

This article examines how to centrally manage GPU resources across heterogeneous Kubernetes clusters using namespace‑based RBAC isolation, virtual control‑plane solutions like vcluster, and multi‑cluster tools such as Karmada, comparing their architectures, use cases, advantages, and limitations to guide enterprise‑level deployment decisions.