Hybrid MPI/OpenMP Parallel Linear Support Vector Machine Training.
Kristian WoodsendJacek GondzioPublished in: J. Mach. Learn. Res. (2009)
Keyphrases
- shared memory
- parallel programming
- linear support vector machines
- message passing interface
- linear svm
- distributed memory
- parallel computing
- parallel algorithm
- parallel implementation
- high performance computing
- message passing
- massively parallel
- logistic regression
- multi core processors
- parallel processing
- parallel execution
- support vector machine
- parallel computation
- parallelization strategy
- training algorithm
- processing units
- parallel architectures
- training set
- feature selection
- training dataset
- test set
- training process
- training examples
- text categorization
- supervised learning
- artificial neural networks
- similarity measure