IIsy: Hybrid In-Network Classification Using Programmable Switches.
Changgang ZhengZhaoqi XiongThanh T. BuiSiim KaupmeesRiyad BensoussaneAntoine BernabeuShay VargaftikYaniv Ben-ItzhakNoa ZilbermanPublished in: IEEE/ACM Trans. Netw. (2024)
Keyphrases
- pattern classification
- network management
- classification systems
- classification models
- support vector
- network traffic
- feature extraction
- pattern recognition
- feature vectors
- support vector machine svm
- network topologies
- benchmark datasets
- neural network
- peer to peer
- feature selection
- decision trees
- classification accuracy
- wireless sensor networks
- computer networks
- network resources
- classification process
- face recognition
- classification scheme
- automatic classification
- training data
- preprocessing
- general purpose
- complex networks
- machine learning methods
- classification method
- machine learning algorithms
- support vector machine
- training samples
- image classification