RCA Pipeline

End-to-end architecture for GNN-based Root Cause Analysis — from data ingestion to autonomous remediation.

• Data Integration - How a GNN ingests a CSP’s network topology and KPI features
• Labeled Data Challenge - Why ground truth RCA labels are the biggest deployment barrier
• Labeling Strategies - Six practical approaches to building labeled RCA datasets
• GNN+DRL for RCA - Unified RCA and remediation as a single RL problem — no labels needed