LLM Serving Overload Protection: SLO-Driven Autoscaling and Admission Control
A practical guide to building overload protection for LLM inference services using SLO-driven autoscaling and admission control. Covers queue length, token pressure, TTFT/TPOT, and tenant quotas to prevent system collapse under traffic spikes.