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Research · 1 min read · MarkTechPost

Buoyant Releases Kinference: An Open Source Inference Control Plane for Kubernetes and vLLM

Buoyant launched Kinference, an open‑source inference control plane for vLLM that runs on Kubernetes. It provides declarative routing, KV‑cache‑aware load balancing, and per‑tenant metrics, reducing median time‑to‑first‑token by 95% in internal tests.

Key signals

  • 01Open‑source control plane for vLLM on Kubernetes
  • 02Declarative routing policies and KV‑cache‑aware load balancing
  • 03Per‑tenant metrics and 95% median TTFT reduction

Buoyant Releases Kinference: An Open Source Inference Control Plane for Kubernetes and vLLM, published by MarkTechPost.

Buoyant has released Kinference, an Apache 2.0 inference control plane for vLLM on Kubernetes. It adds declarative routing policies, KV-cache-aware load balancing and per-tenant metrics, and cut median TTFT 95% in Buoyant’s own benchmark. The post Buoyant Releases Kinference:…

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