High Performance Data Clustering: A Comparison Analysis of Performance for GPU, RASC, MPI, and OpenMP Implementation.
Luobin YangSteve C. ChiuWei-keng LiaoMichael ThomasPublished in: PDPTA (2010)
Keyphrases
- data clustering
- parallel implementation
- graphics processing units
- unsupervised learning
- shared memory
- k means
- cluster analysis
- parallel computing
- clustering algorithm
- unsupervised feature selection
- low overhead
- exploratory data analysis
- general purpose
- spectral clustering
- parallel programming
- parallel computers
- pairwise
- databases
- deterministic annealing