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Volumn , Issue , 2011, Pages

Parallel execution of distributed SVM using MPI (CoDLib)

Author keywords

Distributed SVM; LIBSVM; Message Passing Interface (MPI); Support Vector Machine (SVM)

Indexed keywords

COMPUTATIONAL TIME; DATA CLASSIFICATION; DATA SETS; DISTRIBUTED AND PARALLEL COMPUTING; DISTRIBUTED SVM; LIBSVM; MEMORY REQUIREMENTS; MESSAGE PASSING INTERFACE; MESSAGE PASSING INTERFACE (MPI); MULTIPLE MACHINE; PARALLEL EXECUTIONS; SUPPORT VECTOR; SVM ALGORITHM; TRAINING TIME;

EID: 84856509269     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIMU.2011.6122723     Document Type: Conference Paper
Times cited : (10)

References (17)
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  • 11
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    • Parallel and Distributed Computing: A Survey of Models, Paradigms, and Approaches
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    • Leopold, C., Parallel and Distributed Computing: A Survey of Models, Paradigms, and Approaches. Wiley Series On Parallel And Distributed Computing, ed. A.Y. Zomaya. 2001: A Wiley-Interscience Publication, John Wiley & Sons, Inc. 260.
    • (2001) Wiley Series on Parallel and Distributed Computing , pp. 260
    • Leopold, C.1
  • 14
    • 65449167843 scopus 로고    scopus 로고
    • PSVM: Parallelizing Support Vector Machines on Distributed Computers
    • Hyatt Regency Vancouver, Vancouver, B.C., Canada
    • Chang, E.Y., et al., PSVM: Parallelizing Support Vector Machines on Distributed Computers, in Neural Information Processing System Foundation (NIPS 2007). 2007: Hyatt Regency Vancouver, Vancouver, B.C., Canada. p. 8.
    • (2007) Neural Information Processing System Foundation (NIPS 2007) , pp. 8
    • Chang, E.Y.1
  • 15
    • 85049050154 scopus 로고    scopus 로고
    • Parallel Cost-Sensitive Support Vector Machine Software for Classification
    • U.H.E. Hansmann, Editor
    • Eitrich, T. and B. Lang, Parallel Cost-Sensitive Support Vector Machine Software for Classification, in Computational Biophysics to Systems Biology, U.H.E. Hansmann, Editor. 2006.
    • (2006) Computational Biophysics to Systems Biology
    • Eitrich, T.1    Lang, B.2
  • 16
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    • Parallel Support Vector Machines: The Cascade SVM
    • Whistler, B.C. Westin Resort and Spa
    • Graf, H.P., et al., Parallel Support Vector Machines: The Cascade SVM, in Neural Information Processing Systems Foundation (NIPS 2004). 2004: Whistler, B.C. Westin Resort and Spa. p. 8.
    • (2004) Neural Information Processing Systems Foundation (NIPS 2004) , pp. 8
    • Graf, H.P.1
  • 17
    • 6344239138 scopus 로고    scopus 로고
    • Comparison of Parallel and Cascade Methods for Training Support Vector Machines on Large-Scale Problems
    • Shanghai, China
    • Lu, B.-L., K.-A. Wang, and Y.-M. Wen. Comparison Of Parallel And Cascade Methods For Training Support Vector Machines On Large-Scale Problems. in Machine Learning and Cybernetics. 2004. Shanghai, China.
    • (2004) Machine Learning and Cybernetics
    • Lu, B.-L.1    Wang, K.-A.2    Wen, Y.-M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.