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Learn how to implement effective governance and resource management for Kubernetes clusters in research computing environments through this 24-minute conference talk from CNCF. Discover practical strategies for controlling chaotic research workloads using policy-as-code approaches with Kyverno, Kueue, and Argo CD. Explore real-world solutions for preventing common issues like abandoned interactive GPU pods, misallocated CPU jobs on GPU nodes, and resource waste in bare-metal accelerated discovery clusters. Master techniques for enforcing fine-grained policies, implementing fair-share GPU scheduling, and automating governance without custom code or complex workarounds. Gain insights into applying GitOps discipline and smart policy design to maintain order in high-performance computing environments, whether managing research workloads or preventing general cluster chaos.
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