Distributed Inference Benchmarks: [K]Inference vs. Plain Kubernetes
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Ranked by a public rubric, not by votes: what a comment adds counts, not who wrote it. How comments are ranked · Comment rules
Summary
Kinference, an inference control plane for Kubernetes and vLLM, routes each request to the worker with the lowest predicted time-to-first-token, using KV-cache overlap and queue state.