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Running LLMs on Kubernetes: From GPU Bottlenecks to Reliable, Production-Grade Inference
In this episode, Abdel SGHIOUAR, Senior Cloud Developer Advocate at Google and CNCF Ambassador, unpacks the technical and cultural shifts happening in the Kubernetes ecosystem. As co-host of the Kubernetes Podcast, he shares how enterprises, from LinkedIn to CERN, are pushing Kubernetes beyond microservices into powering GenAI workloads. Abdel dives into the hardware bottlenecks, operational hurdles, and community-driven innovations shaping the future of Kubernetes.
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By SoftwarePlazaIn this episode, Abdel SGHIOUAR, Senior Cloud Developer Advocate at Google and CNCF Ambassador, unpacks the technical and cultural shifts happening in the Kubernetes ecosystem. As co-host of the Kubernetes Podcast, he shares how enterprises, from LinkedIn to CERN, are pushing Kubernetes beyond microservices into powering GenAI workloads. Abdel dives into the hardware bottlenecks, operational hurdles, and community-driven innovations shaping the future of Kubernetes.