Non-Intrusive Anomaly Detection With Streaming Performance Metrics and Logs for DevOps in Public Clouds: A Case Study in AWS.
Daniel SunMin FuLiming ZhuGuoqiang LiQinghua LuPublished in: IEEE Trans. Emerg. Top. Comput. (2016)
Keyphrases
- anomaly detection
- streaming data
- intrusion detection
- network intrusion detection
- detecting anomalies
- anomalous behavior
- unsupervised anomaly detection
- unsupervised learning
- computer security
- network traffic
- detecting anomalous
- network security
- behavior analysis
- detect anomalies
- data streams
- intrusion detection system
- cumulative sum
- malware detection
- normal behavior
- network intrusion
- one class support vector machines
- negative selection algorithm