GPUs, Kubernetes & AI Infrastructure Realities

At KubeCon 2026, Pete Flecha and John Nicholson sit down with VMware by Broadcom’s Frank Denneman to explore one of the biggest infrastructure conversations happening in AI today: should Kubernetes workloads run on bare metal or virtualized infrastructure? The discussion dives deep into how AI workloads are changing infrastructure design, why Kubernetes and virtualization are becoming increasingly connected, and how technologies like DRS and Dynamic Resource Allocation (DRA) are evolving to support modern GPU-intensive environments. Frank explains the operational, security, and resource management challenges organizations face as AI adoption accelerates — especially when dealing with expensive GPU clusters, multi-tenant AI workloads, and…Read More

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