Sleuth: A Trace-Based Root Cause Analysis System for Large-Scale Microservices with Graph Neural Networks.
Yu GanGuiyang LiuXin ZhangQi ZhouJiesheng WuJiangwei JiangPublished in: ASPLOS (4) (2023)
Keyphrases
- root cause analysis
- neural network
- pattern recognition
- decision support
- root cause
- bipartite graph
- small scale
- artificial neural networks
- random walk
- neural network model
- real world
- graph representation
- graph theory
- feed forward
- graph theoretic
- graph matching
- weighted graph
- directed acyclic graph
- structured data
- artificial intelligence
- connected components
- directed graph
- fuzzy logic
- case study
- graph structure
- database systems
- machine learning
- knowledge base
- graph databases
- graph model
- software development
- knn
- recurrent neural networks
- source code
- fault diagnosis
- back propagation