Root Cause Analysis in Microservice Using Neural Granger Causal Discovery.
Cheng-Ming LinChing ChangWei-Yao WangKuang-Da WangWen-Chih PengPublished in: AAAI (2024)
Keyphrases
- causal discovery
- root cause analysis
- causal models
- causal relationships
- decision support
- causal structure
- root cause
- discovery process
- bayesian networks
- directed acyclic graph
- granger causality
- conditional independence
- real world
- functional connectivity
- data analysis
- data mining
- databases
- utility function
- regression model
- decision makers
- markov blanket
- observational data
- machine learning
- log records