LLM GPU Self-Healing in Production: Reducing Inference Interruptions with Health Probes, Node Isolation, and Request Draining
Learn how to build a production-grade GPU fault self-healing system for LLM inference. Covers DCGM health checks, Kubernetes four-layer probes, node isolation, request draining, CUDA OOM classification, and canary recovery to reduce inference interruptions and retry storms.