Hardware acceleration of SVM-based traffic classification on FPGA.
Tristan GroleatMatthieu ArzelSandrine VatonPublished in: IWCMC (2012)
Keyphrases
- real time
- low cost
- support vector machine svm
- hardware implementation
- support vector machine
- support vector
- svm classifier
- classification accuracy
- field programmable gate array
- pattern recognition
- feature vectors
- hardware architecture
- fpga implementation
- image classification
- computer systems
- classification scheme
- feature space
- decision trees
- classification algorithm
- classification method
- hardware design
- svm classification
- feature selection
- dedicated hardware
- computing systems
- real time image processing
- parallel hardware
- single chip
- hardware and software
- network traffic
- data acquisition
- text classification
- signal processing
- high speed
- relevance feedback
- learning algorithm
- machine learning