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Network Isolation on GPU Clusters Is Hard
GPU clusters serving several tenants need network boundaries that match the trust level of each tenant.
Namespace Isolation Is Too Weak
Namespace-only designs depend on shared cluster and network components that are unsuitable for untrusted tenants.
Separate Physical Clusters Are Too Expensive
A separate management stack for every tenant adds infrastructure and operational work.
DIY Network Segmentation Breaks Down at Scale
Manual network configuration becomes harder to apply consistently as tenant environments change.
Hardware-Level Network Isolation Per Tenant Cluster
Private Nodes keep each production tenant's workloads on its own worker nodes, and Netris moves the network boundary into the physical fabric with per-tenant VLANs, VRFs, and ACLs. A separate virtualized control plane covers the API server and RBAC layer.