Improved processing speed of traffic classification based on payload signature hierarchy.
Ji-Hyeok ChoiMyung-Sup KimPublished in: APNOMS (2013)
Keyphrases
- processing speed
- parallel processing
- times faster
- network traffic
- decision trees
- detection accuracy
- pattern recognition
- computational speed
- classification method
- classification accuracy
- feature selection
- classification models
- image classification
- support vector machine svm
- graphics hardware
- feature extraction
- real time
- pattern classification
- classification scheme
- hierarchical structure
- machine learning algorithms
- higher level
- text classification
- classification systems
- classification algorithm
- automatic classification
- traffic flow
- benchmark datasets
- support vector machine
- training set
- preprocessing
- machine learning