Traffic Classification with Machine Learning in a Live Network.
Jarrod N. BakkerBryan NgWinston K. G. SeahAdrián PekárPublished in: IM (2019)
Keyphrases
- machine learning
- network traffic
- pattern recognition
- machine learning methods
- text classification
- decision trees
- feature selection
- supervised learning
- machine learning algorithms
- supervised machine learning
- network conditions
- classification accuracy
- support vector machine
- transportation networks
- telecommunication networks
- traffic analysis
- real time
- traffic network
- feature extraction
- support vector
- feature vectors
- model selection
- machine learning approaches
- complex networks
- unsupervised learning
- classification algorithm
- feature space
- data mining
- traffic load
- internet traffic
- network layer
- image classification
- network resources
- intrusion detection
- supervised classification
- support vector machine svm
- network structure
- active learning
- network management
- packet loss
- congestion control
- training data
- information extraction
- learning algorithm
- high speed networks
- traffic volume
- classification method