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Volumn , Issue , 2011, Pages 1740-1749

An efficient k-means algorithm on CUDA

Author keywords

CUDA; GPU; K means

Indexed keywords

CUDA; DATA LAYOUTS; GPU; HYBRID ALGORITHMS; INPUT DATAS; K-MEANS; K-MEANS ALGORITHM; LOAD BALANCE; MEMORY ACCESS; TRIANGLE INEQUALITY;

EID: 83455261896     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IPDPS.2011.331     Document Type: Conference Paper
Times cited : (18)

References (11)
  • 1
    • 0001457509 scopus 로고
    • Some methods for classification and analysis of multivariate observations
    • L. M. L. Cam and J. Neyman, Eds. University of California Press
    • J. B. MacQueen, "Some methods for classification and analysis of multivariate observations," in Proc. of the fifth Berkeley Symposium on Mathematical Statistics and Probability, L. M. L. Cam and J. Neyman, Eds., vol. 1. University of California Press, 1967, pp. 281-297.
    • (1967) Proc. of the Fifth Berkeley Symposium on Mathematical Statistics and Probability , vol.1 , pp. 281-297
    • MacQueen, J.B.1
  • 2
    • 0020102027 scopus 로고
    • Least squares quantization in PCM
    • IEEE Transactions on Mar.
    • S. Lloyd, "Least squares quantization in PCM," Information Theory, IEEE Transactions on, vol. 28, no. 2, pp. 129-137, Mar. 1982.
    • (1982) Information Theory , vol.28 , Issue.2 , pp. 129-137
    • Lloyd, S.1
  • 3
    • 0024163741 scopus 로고
    • Reducing the computational requirements of the minimum-distance classifier
    • M. E. Hodgson, "Reducing the computational requirements of the minimum-distance classifier," Remote Sensing of Environment, vol. 25, no. 1, pp. 117 - 128, 1988.
    • (1988) Remote Sensing of Environment , vol.25 , Issue.1 , pp. 117-128
    • Hodgson, M.E.1
  • 8
    • 79955071068 scopus 로고    scopus 로고
    • A parallel implementation of k-means clustering on GPUs
    • Las Vegas, Nevada, July 2008
    • R. Farivar, D. Rebolledo, E. Chan, and R. Campbell, "A parallel implementation of k-means clustering on GPUs," in WorldComp 2008, Las Vegas, Nevada, July 2008 2008.
    • (2008) WorldComp 2008
    • Farivar, R.1    Rebolledo, D.2    Chan, E.3    Campbell, R.4
  • 9
    • 82955212653 scopus 로고    scopus 로고
    • NVIDA Version 3.2
    • NVIDA, "CUDA C programming guide," Version 3.2, http://developer.nvidia.com.
    • CUDA C Programming Guide


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.