• DocumentCode
    1167919
  • Title

    Reliability improvement of Internet web servers through statistical process control

  • Author

    Michlin, Yefim ; Sedan, Boaz ; Ingman, Dov

  • Author_Institution
    Fac. of Ind. & Manage. Eng., Technion-Israel Inst. of Technol., Haifa, Israel
  • Volume
    53
  • Issue
    4
  • fYear
    2004
  • Firstpage
    551
  • Lastpage
    556
  • Abstract
    The proposed method, General Cross-Correlation Process Control (GCCPC), is intended for timely detection of hacker attacks and faults, before they become critical and disrupt the normal activity of a web server. It is based on observation of the correlations between the variables measured in the course of server activity. Some of the stronger of these correlations undergo drastic weakening at the onset of faults. A methodology is presented for choice of the variables to be observed, and of the monitoring parameters. To be noted are the robustness of the method, and the low cost of installation and maintenance of the system. Recommendations are given on real-world implementation of the method, as a basis for an automated protection system.
  • Keywords
    Internet; computer network reliability; fault diagnosis; security of data; statistical process control; GCCPC; Internet Web server; automated protection system; computer security; drastic weakening; fault detection; general cross-correlation process control; hacker attack detection; parameter monitoring; reliability improvement; statistical process control; system installation; Central Processing Unit; Computer hacking; Fault detection; Internet; Process control; Protection; Security; Spectral analysis; Statistical analysis; Web server; 65; Computer security; internet; process control;
  • fLanguage
    English
  • Journal_Title
    Reliability, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9529
  • Type

    jour

  • DOI
    10.1109/TR.2004.837308
  • Filename
    1360113