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Adaptive Work-Efficient Connected Components on the GPU

Michael Sutton, Tal Ben-Nun, Amnon Barak, Sreepathi Pai, Keshav Pingali
Department of Computer Science, Hebrew University of Jerusalem, Jerusalem 91904, Israel
arXiv:1612.01178 [cs.DC], (4 Dec 2016)

@article{sutton2016adaptive,

   title={Adaptive Work-Efficient Connected Components on the GPU},

   author={Sutton, Michael and Ben-Nun, Tal and Barak, Amnon and Pai, Sreepathi and Pingali, Keshav},

   year={2016},

   month={dec},

   archivePrefix={"arXiv"},

   primaryClass={cs.DC}

}

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This report presents an adaptive work-efficient approach for implementing the Connected Components algorithm on GPUs. The results show a considerable increase in performance (up to 6.8x) over current state-of-the-art solutions.
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