High performance data clustering: a comparative analysis of performance for GPU, RASC, MPI, and OpenMP implementations.
Luobin YangSteve C. ChiuWei-keng LiaoMichael A. ThomasPublished in: J. Supercomput. (2014)
Keyphrases
- data clustering
- graphics processing units
- parallel programming
- parallel computing
- parallel implementation
- high performance computing
- shared memory
- graphics processors
- general purpose
- distributed memory
- message passing interface
- efficient implementation
- parallel computers
- parallel computation
- parallel algorithm
- massively parallel
- cluster analysis
- unsupervised learning
- clustering algorithm
- k means
- deterministic annealing
- parallel architectures
- parallel processing
- message passing
- processing units
- computing systems
- unsupervised feature selection
- spectral clustering
- parallel machines
- exploratory data analysis
- partitional clustering
- parallel execution
- grid computing
- high dimensional
- data sources
- feature extraction
- image processing
- computer vision
- machine learning
- data sets