Mining Console Logs for Large-Scale System Problem Detection.
Wei XuLing HuangArmando FoxDavid A. PattersonMichael I. JordanPublished in: SysML (2008)
Keyphrases
- object detection
- false positives
- small scale
- data mining
- automatic detection
- log analysis
- web logs
- mining algorithm
- change detection
- sequential patterns
- web server logs
- web scale
- log data
- detection rate
- web mining
- data mining algorithms
- text mining
- knowledge discovery
- genetic algorithm
- neural network
- anomaly detection
- data mining tasks
- detection accuracy
- website
- context aware preferences