• DocumentCode
    3049685
  • Title

    A multi-protocol network log clustering method based on grid

  • Author

    Chi, Xuezhi

  • Author_Institution
    Comput. Dept., Shandong Police Coll., Jinan, China
  • Volume
    2
  • fYear
    2011
  • fDate
    9-11 Dec. 2011
  • Firstpage
    524
  • Lastpage
    527
  • Abstract
    To deal with large scale network log and provide brief data sources for the later log analysis, the thesis propose a multi-protocol network log clustering method based on grid, which plot every log into data grid and first clustering in the grid,then According to similarity judgment, make the initial cluster secondary clustering, finally output clustered log, some sparse data and outlier data. Experiment result shows that the method can effectively compress log storage, reduce the time complexity, deal with actual dynamic data and realize incremental clustering.
  • Keywords
    Internet; grid computing; information storage; pattern clustering; protocols; data grid; data sources; incremental clustering; initial cluster secondary clustering; large scale network log; log storage; multiprotocol network log clustering method; outlier data; similarity judgment; sparse data; time complexity; Clustering algorithms; Clustering methods; Databases; Hafnium; Heuristic algorithms; Lenses; Protocols; grid-based clustering; incremental clustering; log analysis; network log; similarity;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    IT in Medicine and Education (ITME), 2011 International Symposium on
  • Conference_Location
    Cuangzhou
  • Print_ISBN
    978-1-61284-701-6
  • Type

    conf

  • DOI
    10.1109/ITiME.2011.6132164
  • Filename
    6132164