A Survey of Anomaly Detection and Root Cause Analysis Techniques for Artificial Intelligence for IT Operations (AIOps) in Large-Scale Software Systems

Yu, Erzhan

doi:10.1109/aiita69518.2026.11567316

A Survey of Anomaly Detection and Root Cause Analysis Techniques for Artificial Intelligence for IT Operations (AIOps) in Large-Scale Software Systems

With the widespread adoption of cloud computing and microservice architectures, software system complexity has grown exponentially, making traditional operation and maintenance (O&M) paradigms relying on predefined rules and manual expertise unsustainable. Artificial Intelligence for IT Operation…