IEEE - Institute of Electrical and Electronics Engineers, Inc. - K-Means for Parallel Architectures Using All-Prefix-Sum Sorting and Updating Steps
Author(s): | K. J. Kohlhoff ; V. S. Pande ; R. B. Altman |
Sponsor(s): | IEEE Computer Society |
Publisher: | IEEE - Institute of Electrical and Electronics Engineers, Inc. |
Publication Date: | 1 August 2013 |
Volume: | 24 |
Page(s): | 1,602 - 1,612 |
ISSN (Paper): | 1045-9219 |
DOI: | 10.1109/TPDS.2012.234 |
Regular:
We present an implementation of parallel K-means clustering, called Kps-means, that achieves high performance with near-full occupancy compute kernels without imposing limits on the number of... View More