Optimizing Memory-Bound SYMV Kernel on GPU Hardware Accelerators.
Ahmad AbdelfattahJack J. DongarraDavid E. KeyesHatem LtaiefPublished in: VECPAR (2012)
Keyphrases
- lower bound
- upper bound
- real time
- computing power
- kernel function
- memory usage
- memory requirements
- feature space
- worst case
- graphics processors
- kernel methods
- main memory
- machine learning
- kernel regression
- memory bandwidth
- parallel computation
- intel xeon
- gaussian processes
- computational power
- associative memory
- parallel processing
- error bounds
- parallel implementation
- memory space
- kernel pca
- limited memory
- graphics hardware
- positive definite
- memory management
- memory size
- support vector
- feature extraction
- neural network