Root Cause Analysis of Failures in Microservices through Causal Discovery.
Azam IkramSarthak ChakrabortySubrata MitraShiv Kumar SainiSaurabh BagchiMurat KocaogluPublished in: NeurIPS (2022)
Keyphrases
- root cause analysis
- causal discovery
- root cause
- causal models
- causal relationships
- discovery process
- bayesian networks
- causal structure
- directed acyclic graph
- decision support
- markov blanket
- conditional independence
- risk management
- database
- log records
- observational data
- causal graph
- experimental data
- knowledge discovery
- expert systems
- databases