Parallel K-Means Clustering Based on MapReduce

@inproceedings{Zhao2009ParallelKC,
  title={Parallel K-Means Clustering Based on MapReduce},
  author={Weizhong Zhao and Huifang Ma and Qing He},
  booktitle={CloudCom},
  year={2009}
}
Data clustering has been received considerable attention in many applications, such as data mining, document retrieval, image segmentation and pattern classification. The enlarging volumes of information emerging by the progress of technology, makes clustering of very large scale of data a challenging task. In order to deal with the problem, many researchers try to design efficient parallel clustering algorithms. In this paper, we propose a parallel k -means clustering algorithm based on… CONTINUE READING
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