A curated list of awesome publications and researchers on log analysis, anomaly detection, fault localization, and AIOps.
- Surveys & Tutorials
- Anomaly Detection
- Failure Prediction
- Diagnosis/ Debugging/ Root Cause Analysis
- Performance Issues
- Energy Issues
- Security Issues
- Issue Categorization
- Duplicate Issues Identification
- Software Testing
- Bug Finding
- Logging Practices
- Tracing Practices
- Log Parsing
- Log Compression
- Empirical Studies
- Industrial Talks
| China (& HK) | ||||
|---|---|---|---|---|
| Michael R. Lyu, CUHK | Dongmei Zhang, Microsoft | Pengfei Chen, SYSU | Dan Pei, Tsinghua | |
| USA | ||||
| Yuanyuan Zhou, UCSD | Tao Xie, UIUC | Dawson Engler, Stanford | Ben Liblit, Wisconsin–Madison | |
| Canada | ||||
| Ding Yuan, Toronto University | Ahmed E. Hassan, Queen's University | Weiyi Shang, Concordia University | Zhen Ming (Jack) Jiang, York University | |
| UK | ||||
| Europe | ||||
| Australia | ||||
| Ingo Weber, CSIRO |
Logs are a type of valuable data generated from many sources such as software, systems, networks, devices, etc. They have also been used for a number of tasks related to reliability, security, performance, and energy. Therefore, the research of log analysis has attracted interests from different research areas.
- System area
- Cloud computing area
- Networking area
- Software engineering area
- Reliability area
- Security area
- AI and Bigdata area
- Industrial conferences