CPU and GPU parallelized kernel K-means.
Mohammed BaydounHassan GhaziriMohammed Al-HusseiniPublished in: J. Supercomput. (2018)
Keyphrases
- k means
- graphics processing units
- graphics processors
- gpu implementation
- general purpose
- heterogeneous computing
- clustering algorithm
- squared euclidean distance
- kernel methods
- real time
- clustering method
- kernel function
- parallel computing
- kernel based clustering
- parallel implementation
- spectral clustering
- data clustering
- gaussian processes
- multithreading
- parallel computation
- cluster analysis
- parallel processing
- support vector
- hierarchical clustering
- normalized cut
- memory bandwidth
- kernel machines
- distributed memory
- reproducing kernel hilbert space
- data transfer
- multiple kernel learning
- feature space
- efficient implementation
- hidden markov random fields
- fuzzy k means
- neural network
- gpu accelerated
- self organizing maps
- graphics hardware
- kernel learning
- massively parallel
- computing systems
- personal computer