# How to Run Isolated Tenant Kubernetes Clusters on Shared GPU Infrastructure

DevFeed: [How to Run Isolated Tenant Kubernetes Clusters on Shared GPU Infrastructure](<https://devfeed.tech/articles/how-to-run-isolated-tenant-kubernetes-clusters-on-shared-gpu-infrastructure-6855.md>)

Original publisher: [Read original article](<https://developer.nvidia.com/blog/how-to-run-isolated-tenant-kubernetes-clusters-on-shared-gpu-infrastructure/>)

Author: Tanya Lenz

Published: 2026-08-03T16:00:00Z

Content type: tutorial

Language: en

Sources: [NVIDIA Developer](<https://devfeed.tech/sources/nvidia-developer.md>), [NVIDIA Technical Blog](<https://devfeed.tech/sources/nvidia-technical-blog.md>)

Topics: [GPU](<https://devfeed.tech/topics/gpu.md>), [AI Platform](<https://devfeed.tech/topics/ai-platform.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [data-center-cloud](<https://devfeed.tech/tags/data-center-cloud.md>), [developer-tools-techniques](<https://devfeed.tech/tags/developer-tools-techniques.md>), [featured](<https://devfeed.tech/tags/featured.md>), [gpu](<https://devfeed.tech/tags/gpu.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [open-source](<https://devfeed.tech/tags/open-source.md>)

## AI overview

A tutorial for running isolated tenant Kubernetes clusters for multiple teams on shared GPU hardware, using KAI Scheduler and vCluster.

## Source excerpt

Running a dedicated Kubernetes cluster per team often results in more isolation than an organization requires. While one cluster can be successfully shared...