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Volumn , Issue , 2007, Pages 249-258

Methods of inference and learning for performance modeling of parallel applications

Author keywords

Neural networks; Numerical methods; Performance prediction; Regression; Statistics

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; MATHEMATICAL MODELS; NEURAL NETWORKS; NUMERICAL METHODS; REGRESSION ANALYSIS; STATISTICS;

EID: 34748909426     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1229428.1229479     Document Type: Conference Paper
Times cited : (173)

References (20)
  • 1
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    • A.Petitet, R.Whaley, J.Dongarra, and A.Cleary. HPL - A portable implementation of the high-performance UNPACK benchmark for distributed-memory computers, www.netlib.org/benchmark/hpl.
    • Petitet, A.1    Whaley, R.2    Dongarra, J.3    Cleary, A.4
  • 4
    • 33845434482 scopus 로고    scopus 로고
    • Applying an automatic framework to produce accurate blind performance predictions of full-scale hpc applications
    • June
    • L. Carrington, N. Wolter, A. Snavely, and C. Lee. Applying an automatic framework to produce accurate blind performance predictions of full-scale hpc applications. In Department of Defense Users Group Conference, June 2004.
    • (2004) Department of Defense Users Group Conference
    • Carrington, L.1    Wolter, N.2    Snavely, A.3    Lee, C.4
  • 6
    • 84886852494 scopus 로고    scopus 로고
    • Hypre: A library of high performance preconditioners
    • R. Falgout and U. Yang. Hypre: A library of high performance preconditioners. Springer LNCS, 2331, 2002.
    • (2002) Springer LNCS , vol.2331
    • Falgout, R.1    Yang, U.2
  • 17
    • 84972514710 scopus 로고
    • Comment: Generalized additive models
    • C.Stone. Comment: Generalized additive models. Statistical Science, 1, 1986.
    • (1986) Statistical Science , vol.1
    • Stone, C.1
  • 18
    • 33845442055 scopus 로고    scopus 로고
    • Cross-platform performance prediction of parallel applications using partial execution
    • November
    • T. Yang, X. Ma, and F. Mueller. Cross-platform performance prediction of parallel applications using partial execution. In IEEE/ACM Supemomputing, November 2005.
    • (2005) IEEE/ACM Supemomputing
    • Yang, T.1    Ma, X.2    Mueller, F.3
  • 19
    • 28244457802 scopus 로고    scopus 로고
    • Improving computer architecture simulation methodology by adding statistical rigor
    • J. Yi, D. Lilja, and D. Hawkins. Improving computer architecture simulation methodology by adding statistical rigor. IEEE Computer, 54(11), 2005.
    • (2005) IEEE Computer , vol.54 , Issue.11
    • Yi, J.1    Lilja, D.2    Hawkins, D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.