A streaming flow-based technique for traffic classification applied to 12 + 1 years of Internet traffic.
Valentín Carela-EspañolPere Barlet-RosAlbert BifetKensuke FukudaPublished in: Telecommun. Syst. (2016)
Keyphrases
- internet traffic
- network traffic
- real time
- traffic analysis
- classification accuracy
- supervised learning
- decision trees
- support vector
- text classification
- ip traffic
- feature extraction
- feature vectors
- internet service providers
- dimensionality reduction
- pairwise
- feature space
- network security
- streaming data
- file sharing
- data streams
- learning algorithm