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How to Run Multiple GPU KAI Schedulers in Kubernetes Using vCluster

· 7 min read

Kubernetes Clusters

Photo by Growtika on Unsplash

In today's cloud-native landscape, GPU workloads are becoming increasingly critical. From training large language models to running inference APIs, organizations are investing heavily in GPU infrastructure. But with this investment comes a challenge: how do you safely test and deploy new GPU schedulers without risking your entire production environment?

Related talks: Watch my SREDay Paris Q4 2025 talk on this topic. Also presenting at Conf42 Kube Native 2025. Check the talks page for more details.