Beyond Static Thresholds: Building Self-Healing Systems via Context-Aware Control Loops

Abstract Modern distributed systems rarely fail in isolation — they degrade across multiple execution steps. This article presents a control-loop-based architecture for building self-healing systems that detect anomalies early, precisely isolate failures, and automatically recover using context-aware decisions. Introduction Modern distributed systems are large-scale platforms built on service-oriented architecture.