Parallel execution of SVM training using graphics processing units (SVMTrGPUs).
Nur Shakirah Md SallehMuhammad Fahim BaharimPublished in: ICCSCE (2015)
Keyphrases
- svm training
- parallel execution
- graphics processing units
- parallel computing
- parallel processing
- parallel programming
- generalization ability
- general purpose
- support vector machine
- massively parallel
- kernel methods
- parallel computation
- real time
- computing systems
- support vectors
- efficient implementation
- high performance computing
- processing units
- parallel implementation
- parallel architectures
- floating point
- shared memory
- data partitioning
- commodity hardware
- parallel machines
- feature space
- support vector
- high dimensional
- machine learning