A Parallel K-Means Algorithm for High Dimensional Text Data

Xiaolei Shan, Yanming Shen, Yuxin Wang · 2018

This paper proposed a Parallel K-means Algorithm for High Dimensional sparse Text data (PKHT). By using GPU (Graphic Processing Unit) and MPI (Message-passing Interface), the proposed algorithm achieves a up to 11x lower running time.

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