Load Balancing

Introduction vLLM has quickly become one of the most popular inference engines for serving large language models efficiently, thanks to its paged attention and strong OpenAI-compatible API. But as soon as you move beyond a single GPU or a single model server, you run into familiar infrastructure questions: How do I distribute traffic across multiple vLLM servers? How do I handle failures and keep latency predictable? How do I roll out new model versions without breaking clients? This is where the vLLM Router comes in. ...

Introduction HAProxy is the de facto open-source load balancer and reverse proxy for high-traffic websites, APIs, and microservices. It’s fast, battle-tested, extremely configurable, and equally at home terminating TLS, routing based on headers or paths, defending against abuse, or load balancing TCP streams. This zero-to-hero guide takes you from first principles to production-ready configurations. We’ll cover installation, core concepts, practical configuration patterns, TLS, health checks, observability, advanced features like ACLs and stick tables, and safe reloads—with copy-and-pasteable examples. ...