Software Behavior and Failure Clustering: An Empirical Study of Fault Causality.
Nicholas DiGiuseppeJames A. JonesPublished in: ICST (2012)
Keyphrases
- k means
- software systems
- root cause
- clustering algorithm
- software development
- unsupervised learning
- clustering method
- data clustering
- failure modes
- fault diagnosis
- categorical data
- hierarchical clustering
- software tools
- software maintenance
- self organizing maps
- spectral clustering
- software design
- repair actions
- fault detection
- software architecture
- computer systems
- similarity function
- software developers
- information theoretic
- outlier detection
- graph theoretic
- source code
- data points
- failure detection
- user interface