Structural analysis of network traffic matrix via relaxed principal component pursuit.
Zhe WangKai HuKe XuBaolin YinXiaowen DongPublished in: Comput. Networks (2012)
Keyphrases
- network traffic
- structural analysis
- principal components
- principal component analysis
- intrusion detection
- covariance matrix
- anomaly detection
- dimensionality reduction
- network security
- network bandwidth
- traffic analysis
- singular value decomposition
- image processing
- network management
- network intrusion detection
- kernel space
- network resources
- intrusion detection system
- three dimensional
- principal component regression
- network monitoring
- traffic patterns
- internet traffic
- network traffic data
- feature set
- detecting anomalous
- optimal solution
- traffic data
- data mining
- long range dependence
- principal curves
- data sources
- information systems
- computer vision