K-Means on Commodity GPUs with CUDA.

Hongtao Bai Lili He Dantong Ouyang Zhan-Shan Li He Li

Published in: CSIE (3) (2009)

Keyphrases

k means
gpu implementation
general purpose
parallel programming
graphics hardware
graphics processors
commodity hardware
clustering algorithm
parallel computing
graphics processing units

spectral clustering
data clustering
clustering method
parallel implementation
expectation maximization
parallel processing
self organizing maps
cpu implementation
cluster analysis
initial cluster centers

shared memory
parallel algorithm
text clustering
real time
rough k means
agglomerative hierarchical clustering
fuzzy clustering algorithm
feature tracking
unsupervised clustering

hierarchical clustering
document clustering
constrained clustering
massively parallel
computational power
fuzzy k means
single commodity
learning algorithm
data mining