Revelio: ML-Generated Debugging Queries for Finding Root Causes in Distributed Systems.
Pradeep DoggaKarthik NarasimhanAnirudh SivaramanShiv Kumar SainiGeorge VargheseRavi NetravaliPublished in: MLSys (2022)
Keyphrases
- distributed systems
- root cause
- fault tolerant
- load balancing
- fault tolerance
- geographically distributed
- query processing
- maximum likelihood
- distributed environment
- distributed computing
- message passing
- root cause analysis
- concurrent systems
- distributed database systems
- operating system
- real time systems
- deadlock detection
- response time
- database
- range queries
- agent technology
- process improvement
- agent based systems
- distributed databases
- complex systems
- software systems
- case study
- data availability
- artificial intelligence