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Intelligent Kubernetes Load Balancing at Databricks

IntroductionAt Databricks, Kubernetes is at the heart of our internal systems. Within a single Kubernetes cluster, the default networking primitives like ClusterIP services, CoreDNS, and kube-proxy are often sufficient. They offer a simple abstraction to route service traffic. But when performance and reliability matter, these defaults begin to show their limits.In this post, we’ll share how we built an intelligent, client-side load balancing system to improve traffic distribution, reduce tail l...

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