MTCLASS: Enabling statistical traffic classification of multi-gigabit aggregates on inexpensive hardware.
Francesco GringoliLorenzo NavaAlice EsteLuca SalgarelliPublished in: IWCMC (2012)
Keyphrases
- low cost
- real time
- classification accuracy
- classification method
- classification scheme
- feature vectors
- image classification
- maximum entropy modeling
- feature extraction
- preprocessing
- pattern recognition
- classification process
- automatic classification
- classification models
- network traffic
- machine learning methods
- support vector machine svm
- classification algorithm
- training samples
- support vector machine
- feature space
- support vector
- machine learning
- neural network
- machine learning algorithms
- unsupervised learning
- statistical methods
- feature set
- road network
- pattern classification
- statistical tests
- travel time