Clustering billions of data points using GPUs

@inproceedings{Wu2009ClusteringBO,
  title={Clustering billions of data points using GPUs},
  author={Ren Wu and Bin Zhang and Meichun Hsu},
  booktitle={UCHPC-MAW '09},
  year={2009}
}
In this paper, we report our research on using GPUs to accelerate clustering of very large data sets, which are common in today's real world applications. While many published works have shown that GPUs can be used to accelerate various general purpose applications with respectable performance gains, few attempts have been made to tackle very large problems. Our goal here is to investigate if GPUs can be useful accelerators even with very large data sets that cannot fit into GPU's onboard… CONTINUE READING

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