• DocumentCode
    2829301
  • Title

    A Survey of Methods and Applications for Trace Analysis in Grid Systems

  • Author

    Zhao, Ying ; Shao, Gang ; Yang, Guangwen

  • Author_Institution
    Tsinghua Nat. Lab. for Inf. Sci. & Technol., Dept. of Comput. Sci. & Technol., Tsinghua Univ., Beijing
  • fYear
    2008
  • fDate
    20-22 Aug. 2008
  • Firstpage
    264
  • Lastpage
    271
  • Abstract
    Today, grid computing has become an important component in distributed computing and has lead to rapid advances in many disciplines. Consequently, many novel methods and applications have been proposed for trace analysis in grid systems to better facilitate users´ need for grid computing. In this survey, we investigate recent advances in grid trace analysis; discuss advantages and limitations of these fruitful works; and summarize a general framework for trace analysis. We discuss various applications of trace analysis and also show that the methods with integrations of several effective models and techniques tend to perform well.
  • Keywords
    grid computing; program diagnostics; resource allocation; scheduling; security of data; anomaly detection; distributed computing; grid computing; grid trace analysis; task scheduling; trace-based load prediction; Application software; Computer science; Distributed computing; Grid computing; Information analysis; Information science; Laboratories; Monitoring; Performance analysis; Resource management; Grid system; anomaly detection; load prediction; trace analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    ChinaGrid Annual Conference, 2008. ChinaGrid '08. The Third
  • Conference_Location
    Dunhuang, Gansu
  • Print_ISBN
    978-0-7695-3306-3
  • Type

    conf

  • DOI
    10.1109/ChinaGrid.2008.41
  • Filename
    4624499