K-Means on Commodity GPUs with CUDA


K-means algorithm is one of the most famous unsupervised clustering algorithms. Many theoretical improvements for the performance of original algorithms have been put forward, while almost all of them are based on Single Instruction Single Data(SISD) architecture processors (CPUs), which partly ignored the inherent paralleled characteristic of the… (More)
DOI: 10.1109/CSIE.2009.491


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