Resource-Efficient Spectrum-Based Traffic Classification on Constrained Devices.
David GóezEsra Aycan BeyazitLuis Alejandro FletscherJuan Felipe BoteroNatalia GaviriaSteven LatréMiguel CameloPublished in: IEEE Open J. Commun. Soc. (2024)
Keyphrases
- classification scheme
- machine learning
- classification accuracy
- classification systems
- classification algorithm
- feature extraction
- text classification
- image classification
- classification method
- benchmark datasets
- automatic classification
- feature vectors
- mobile devices
- feature space
- pattern recognition
- support vector
- decision trees
- traffic flow
- pattern classification
- network traffic
- traffic congestion
- decision rules
- svm classifier
- training samples
- support vector machine
- preprocessing
- feature selection
- learning algorithm