메뉴 건너뛰기




Volumn 21, Issue 7, 2010, Pages 925-938

Adaptive workload prediction of grid performance in confidence windows

Author keywords

And parallel applications; Autoregression method; Grid computing; Kalman filter; Performance prediction; Savitzky Golay filter; Workload characterization

Indexed keywords

AUTOREGRESSION; AUTOREGRESSION METHOD; PARALLEL APPLICATION; SAVITZKY-GOLAY FILTER; WORKLOAD CHARACTERIZATION;

EID: 77953090451     PISSN: 10459219     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPDS.2009.137     Document Type: Article
Times cited : (60)

References (47)
  • 1
    • 84942737910 scopus 로고
    • Fitting autoregressive models for prediction
    • Dec.
    • H. Akaike, "Fitting Autoregressive Models for Prediction," Annals of the Inst. of Statistical Math., vol.21, no.1, pp. 243-247, Dec. 1969.
    • (1969) Annals of the Inst. of Statistical Math. , vol.21 , Issue.1 , pp. 243-247
    • Akaike, H.1
  • 3
    • 77953118038 scopus 로고    scopus 로고
    • AuverGrid Workload Report, http://gwa.ewi.tudelft.nl/pmwiki/ reports/gwa-t-4/trace-analysis-report.html, 2009.
    • (2009) AuverGrid Workload Report
  • 4
    • 77953116864 scopus 로고    scopus 로고
    • Grid Computing: Making the Global Infrastructure a Reality, F. Berman, G.C. Fox, and T. Hey, eds. Wiley, 2003
    • Grid Computing: Making the Global Infrastructure a Reality, F. Berman, G.C. Fox, and T. Hey, eds. Wiley, 2003.
  • 5
  • 8
    • 77953103294 scopus 로고    scopus 로고
    • ChinaGrid Website, http://www.chinagrid.edu.cn, 2006.
    • (2006)
  • 9
    • 0027737550 scopus 로고
    • Analytical performance prediction on multicomputers
    • M.J. Clement and M.J. Quinn, "Analytical Performance Prediction on Multicomputers," J. Supercomputing, pp. 886-894, 1993.
    • (1993) J. Supercomputing , pp. 886-894
    • Clement, M.J.1    Quinn, M.J.2
  • 10
    • 0003257220 scopus 로고    scopus 로고
    • Host load prediction using linear models
    • P.A. Dinda and D.R. O'Hallaron, "Host Load Prediction Using Linear Models," Cluster Computing, vol.3, pp. 265-280, 2000.
    • (2000) Cluster Computing , vol.3 , pp. 265-280
    • Dinda, P.A.1    O'Hallaron, D.R.2
  • 11
    • 4143142546 scopus 로고    scopus 로고
    • J. Dongarra I. Fister, G. Fox, W. Gropp, K. Kennedy, L. Torczon, and A. White, eds. Kaufman Publishers
    • Sourcebook of Parallel Computing, J. Dongarra, I. Fister, G. Fox, W. Gropp, K. Kennedy, L. Torczon, and A. White, eds. Kaufman Publishers, 2002.
    • (2002) Sourcebook of Parallel Computing
  • 15
    • 0036709549 scopus 로고    scopus 로고
    • Performance modeling and prediction of non-dedicated network computing
    • Sept.
    • L. Gong, S.H. Sun, and E.F. Watson, "Performance Modeling and Prediction of Non-Dedicated Network Computing," IEEE Trans. Computers, vol.51, no.9, pp. 1041-1055, Sept. 2002.
    • (2002) IEEE Trans. Computers , vol.51 , Issue.9 , pp. 1041-1055
    • Gong, L.1    Sun, S.H.2    Watson, E.F.3
  • 20
    • 33244473906 scopus 로고    scopus 로고
    • Using performance prediction to allocate grid resources
    • S. Jang, X. Wu, and V. Taylor, "Using Performance Prediction to Allocate Grid Resources," GriPhyN Technical Report 2004-25, pp. 1-11, 2004.
    • (2004) GriPhyN Technical Report 2004-25 , pp. 1-11
    • Jang, S.1    Wu, X.2    Taylor, V.3
  • 21
    • 0033316015 scopus 로고    scopus 로고
    • Statistical prediction of task execution time through analytical benchmarking for scheduling in a heterogeneous environment
    • Dec.
    • M.A. Iverson, F. Ozguner, and L. Potter, "Statistical Prediction of Task Execution Time through Analytical Benchmarking for Scheduling in a Heterogeneous Environment," IEEE Trans. Computers, vol.48, no.12, pp. 1374-1379, Dec. 1999.
    • (1999) IEEE Trans. Computers , vol.48 , Issue.12 , pp. 1374-1379
    • Iverson, M.A.1    Ozguner, F.2    Potter, L.3
  • 22
    • 50949117090 scopus 로고    scopus 로고
    • Fault-aware grid scheduling using performance prediction by workload modeling
    • Oct.
    • M. Kalantari and M. Akbari, "Fault-Aware Grid Scheduling Using Performance Prediction by Workload Modeling," J. Supercomputing, vol.46, no.1, pp. 15-39, Oct. 2008.
    • (2008) J. Supercomputing , vol.46 , Issue.1 , pp. 15-39
    • Kalantari, M.1    Akbari, M.2
  • 23
    • 85024429815 scopus 로고
    • A new approach to linear filtering and prediction problems
    • Mar.
    • R.E. Kalman, "A New Approach to Linear Filtering and Prediction Problems," Trans. ASME-J. Basic Eng., vol.82, pp. 35-45, Mar. 1960.
    • (1960) Trans. ASME-J. Basic Eng. , vol.82 , pp. 35-45
    • Kalman, R.E.1
  • 30
    • 0345446547 scopus 로고    scopus 로고
    • The workload on parallel supercomputers: Modeling the characteristics of rigid jobs
    • Nov.
    • U. Lublin and D.G. Feitelson, "The Workload on Parallel Supercomputers: Modeling the Characteristics of Rigid Jobs," J. Parallel and Distributed Computing (JPDC), vol.63, no.11, pp. 1105-1122, Nov. 2003.
    • (2003) J. Parallel and Distributed Computing (JPDC) , vol.63 , Issue.11 , pp. 1105-1122
    • Lublin, U.1    Feitelson, D.G.2
  • 31
  • 35
    • 10844273340 scopus 로고    scopus 로고
    • Predicting application run times with historical information
    • W. Smith, I. Foster, and V. Taylor, "Predicting Application Run Times with Historical Information," J. Parallel and Distributed Computing (JPDC), vol.64, no.9, pp. 1007-1016, 2004.
    • (2004) J. Parallel and Distributed Computing (JPDC) , vol.64 , Issue.9 , pp. 1007-1016
    • Smith, W.1    Foster, I.2    Taylor, V.3
  • 36
  • 37
    • 33646486528 scopus 로고    scopus 로고
    • Risk-tolerant heuristics and genetic algorithms for security-assured grid job scheduling
    • June
    • S. Song, K. Hwang, and Y. Kwok, "Risk-Tolerant Heuristics and Genetic Algorithms for Security-Assured Grid Job Scheduling," IEEE Trans. Computers, vol.55, no.6, pp. 703-719, June 2006.
    • (2006) IEEE Trans. Computers , vol.55 , Issue.6 , pp. 703-719
    • Song, S.1    Hwang, K.2    Kwok, Y.3
  • 40
    • 85130634439 scopus 로고    scopus 로고
    • Dynamically forecasting network performance using the network weather service
    • Jan.
    • R. Wolski, "Dynamically Forecasting Network Performance Using the Network Weather Service," J. Cluster Computing, vol.1, pp. 119-132, Jan. 1998.
    • (1998) J. Cluster Computing , vol.1 , pp. 119-132
    • Wolski, R.1
  • 43
    • 0030269883 scopus 로고    scopus 로고
    • Early prediction of MPP performance: SP2, T3D, and Paragon Experiences
    • Oct.
    • Z. Xu and K. Hwang, "Early Prediction of MPP Performance: SP2, T3D, and Paragon Experiences," J. Parallel Computing, vol.22, no.7, pp. 917-942, Oct. 1996.
    • (1996) J. Parallel Computing , vol.22 , Issue.7 , pp. 917-942
    • Xu, Z.1    Hwang, K.2
  • 45
    • 33845442055 scopus 로고    scopus 로고
    • Cross-platform performance prediction of parallel applications using partial execution
    • L. Yang, X. Ma, and F. Muller, "Cross-Platform Performance Prediction of Parallel Applications Using Partial Execution," Proc. Supercomputing Conf., 2005.
    • (2005) Proc. Supercomputing Conf.
    • Yang, L.1    Ma, X.2    Muller, F.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.