Empowering In-Network Classification in Programmable Switches by Binary Decision Tree and Knowledge Distillation.
Guorui XieQing LiGuanglin DuanJiaye LinYutao DongYong JiangDan ZhaoYuan YangPublished in: IEEE/ACM Trans. Netw. (2024)
Keyphrases
- binary decision tree
- pattern recognition
- support vector
- classification accuracy
- knowledge base
- classification scheme
- automatic classification
- knowledge acquisition
- prior knowledge
- decision trees
- feature extraction
- feature space
- domain knowledge
- machine learning
- knowledge sharing
- support vector machine svm
- knowledge based systems
- preprocessing
- knowledge representation
- feature set
- classification systems
- pattern classification
- classification method
- machine learning algorithms
- image classification
- decision rules
- general purpose
- machine learning methods
- anomaly detection
- complex networks
- low cost
- link prediction
- model selection
- network architecture
- image processing
- network management
- classification process
- feature vectors