Network traffic prediction using PCA and K-means.
Raimir Holanda FilhoJosé Everardo Bessa MaiaPublished in: NOMS (2010)
Keyphrases
- network traffic
- k means
- intrusion detection
- principal component analysis
- anomaly detection
- computer networks
- intrusion detection system
- network management
- traffic data
- network intrusion detection
- traffic analysis
- network security
- variable weighting
- network resources
- network bandwidth
- network monitoring
- traffic volume
- network traffic data
- expectation maximization
- feature extraction
- clustering algorithm
- traffic patterns
- web prefetching
- detecting anomalous
- machine learning
- quality of service
- pairwise
- information systems
- web caching
- learning algorithm
- normal traffic
- malicious traffic