Efficient KPI Anomaly Detection Through Transfer Learning for Large-Scale Web Services.
Shenglin ZhangZhenyu ZhongDongwen LiQiliang FanYongqian SunMan ZhuYuzhi ZhangDan PeiJiyan SunYinlong LiuHui YangYongqiang ZouPublished in: IEEE J. Sel. Areas Commun. (2022)
Keyphrases
- anomaly detection
- transfer learning
- web services
- intrusion detection
- learning tasks
- detecting anomalies
- network intrusion detection
- intrusion detection system
- anomalous behavior
- network traffic
- machine learning
- semi supervised learning
- collaborative filtering
- unsupervised learning
- cross domain
- reinforcement learning
- transfer knowledge
- one class support vector machines
- real world
- negative selection algorithm
- labeled data
- activity recognition
- business process
- text categorization
- target domain
- text mining
- natural language processing
- training set
- pattern recognition
- learning algorithm