Root Cause Ranking

"Root Cause Ranking" is the process of prioritizing potential root causes based on the task of detecting causally anomalous nodes in graph-structured data. This task aims to identify key nodes that lead to system anomalies by analyzing the causal relationships between nodes and rank them according to their impact, thereby providing a scientific basis for fault diagnosis and problem resolution. It has significant application value in complex network monitoring, system maintenance, and security analysis.