Causal Inference-Based Root Cause Analysis for Online Service Systems with Intervention Recognition.
Mingjie LiZeyan LiKanglin YinXiaohui NieWenchi ZhangKaixin SuiDan PeiPublished in: KDD (2022)
Keyphrases
- service systems
- causal inference
- root cause analysis
- abductive reasoning
- root cause
- decision support
- web technologies
- causal models
- service level
- discrete data
- additive noise
- nonmonotonic reasoning
- enterprise systems
- service oriented
- reinforcement learning
- directed acyclic graph
- rare events
- maximum entropy
- wavelet transform
- knowledge discovery