Six Dimensions to Classify Faults at 10M QPS: From Guesswork to Structured Facts
This article presents a six-dimensional fault classification framework for hyperscale systems, replacing experience-based labels with structured, evidence-driven dimensions—layer, failure mode, scope, temporal pattern, observability, and business impact—to enable automated routing, confident remediation, and continuous improvement at ten million QPS.
