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

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