Log-based anomaly detection for distributed systems: State of the art, industry experience, and open issues.
Xinjie WeiJie WangChang-Ai SunDave ToweyShoufeng ZhangWanqing ZuoYiming YuRuoyi RuanGuyang SongPublished in: J. Softw. Evol. Process. (2024)
Keyphrases
- distributed systems
- anomaly detection
- open issues
- future trends
- intrusion detection
- detecting anomalies
- distributed environment
- network intrusion detection
- fault tolerant
- network traffic
- anomalous behavior
- fault tolerance
- network anomaly detection
- message passing
- geographically distributed
- mobile agents
- distributed computing
- detect anomalies
- case study
- malware detection
- detecting anomalous
- unsupervised anomaly detection
- intrusion detection system
- distributed database systems
- network security
- normal behavior
- unsupervised learning
- negative selection algorithm
- machine learning
- distributed databases
- feature space
- reinforcement learning
- deadlock detection
- connectionist systems