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Explore cluster utilization optimization in this 34-minute conference talk from Adobe Inc.'s Hannah Taub at CNCF, diving deep into the challenges of efficient binpacking in Kubernetes environments. Learn why clusters with functioning autoscalers might still operate at less than 50% capacity, and follow Adobe's Ethos team's investigation into cluster underutilization causes and solutions. Discover practical insights for tracking down inefficiencies stemming from client applications and cluster configurations, while gaining valuable strategies for designing clusters that maximize resource utilization from the start. Perfect for teams managing large-scale deployments with hundreds of clusters and thousands of nodes, where efficient binpacking becomes crucial for financial optimization.
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