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Volumn , Issue , 2007, Pages 64-72

Modeling correlated workloads by combining model based clustering and a localized sampling algorithm

Author keywords

Autocorrelation; Localized sampling; Model based clustering; Workload modeling

Indexed keywords

CLUSTERING ALGORITHMS; COMPUTER SIMULATION; DISTRIBUTED COMPUTER SYSTEMS; MATHEMATICAL MODELS; PROBABILITY DENSITY FUNCTION;

EID: 34548021227     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1274971.1274983     Document Type: Conference Paper
Times cited : (16)

References (17)
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    • P. J. Denning. The locality principle. Communications of ACM, 48(7):19-24, 2005.
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  • 4
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    • Workload modeling for performance evaluation
    • D. G. Feitelson. Workload modeling for performance evaluation. Lecture Notes in Computer Science, 2459:114-141, 2002.
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    • Feitelson, D.G.1
  • 5
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    • Locality of sampling
    • Technical Report 2006-16, School of Computer Science and Engineering, The Hebrew University of Jerusalem
    • D. G. Feitelson. Locality of sampling. Technical Report 2006-16, School of Computer Science and Engineering, The Hebrew University of Jerusalem, 2006.
    • (2006)
    • Feitelson, D.G.1
  • 7
    • 34547913193 scopus 로고    scopus 로고
    • Mclust version 3 for r: Normal mixture modeling and model-based clustering
    • Technical Report 504, Department of Statistics, University of Washington
    • C. Fraley and A. E. Raftery. Mclust version 3 for r: Normal mixture modeling and model-based clustering. Technical Report 504, Department of Statistics, University of Washington, 2006.
    • (2006)
    • Fraley, C.1    Raftery, A.E.2
  • 9
    • 4243325155 scopus 로고
    • Bayes factors
    • Technical Report 254, Department of Statistics, University of Washington
    • R. E. Kass and A. E. Raftery. Bayes factors. Technical Report 254, Department of Statistics, University of Washington, 1993.
    • (1993)
    • Kass, R.E.1    Raftery, A.E.2
  • 10
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    • Workload dynamics on clusters and grids
    • Technical Report 2006-04, Leiden Institute of Advanced Computer Science, Leiden University
    • H. Li. Workload dynamics on clusters and grids. Technical Report 2006-04, Leiden Institute of Advanced Computer Science, Leiden University, 2006.
    • (2006)
    • Li, H.1
  • 11
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    • Workload characteristics of a multi-cluster supercomputer
    • International Workshop on Job Scheduling Strategies for Parallel Processing, of, Springer
    • H. Li, D. Groep, and L. Wolters. Workload characteristics of a multi-cluster supercomputer. In International Workshop on Job Scheduling Strategies for Parallel Processing, volume 3277 of Lecture Notes in Computer Science, pages 176-193. Springer, 2005.
    • (2005) Lecture Notes in Computer Science , vol.3277 , pp. 176-193
    • Li, H.1    Groep, D.2    Wolters, L.3
  • 14
    • 34548013887 scopus 로고    scopus 로고
    • Modeling long range dependent and fractal job traffic in data-intensive grids
    • Technical Report 2007-03, Leiden Institute of Advanced Computer Science, Leiden University
    • H. Li, M. Muskulus, and L. Wolters. Modeling long range dependent and fractal job traffic in data-intensive grids. Technical Report 2007-03, Leiden Institute of Advanced Computer Science, Leiden University, 2007.
    • (2007)
    • Li, H.1    Muskulus, M.2    Wolters, L.3
  • 15
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    • The workload on parallel supercomputers: Modeling the characteristics of rigid jobs
    • U. Lublin and D. G. Feitelson. The workload on parallel supercomputers: modeling the characteristics of rigid jobs. J. Para. and Dist. Comput., 63(11):1105-1122, 2003.
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    • Lublin, U.1    Feitelson, D.G.2
  • 16
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    • Parallel computer workload modeling with markov chains
    • International Workshop on Job Scheduling Strategies for Parallel Processing, of, Springer
    • B. Song, C. Ernemann, and R. Yahyapour. Parallel computer workload modeling with markov chains. In International Workshop on Job Scheduling Strategies for Parallel Processing, volume 3277 of Lecture Notes in Computer Science, pages 47-62. Springer, 2004.
    • (2004) Lecture Notes in Computer Science , vol.3277 , pp. 47-62
    • Song, B.1    Ernemann, C.2    Yahyapour, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.