• DocumentCode
    1580723
  • Title

    Emulating and modeling of service system aging process

  • Author

    You Jing ; Zhang Lan Xu Kangning ; Shi Haifeng ; Sun Yuqiang

  • Author_Institution
    Faculty of Information Science & Engineering, Changzhou University, Jiang Su, China
  • fYear
    2012
  • Firstpage
    459
  • Lastpage
    464
  • Abstract
    In order to monitoring g the software aging of server system, a universal method emulating the aging of service system is put forward in this paper. The large system load is sent to the server, meanwhile monitoring and collecting system resources data. A resources monitor is designed to implement the custom-made collection and self-adapted collection of the resources data. The paper compares three common models to analyze the resources data, and then a new data analysis idea is proposed, which describes the combined effects of a variety of resources that have impact on the service system response time.
  • Keywords
    ARMA model; Gene expression progress model; Linear regression model; Resource monitor; Software aging; State-space model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    World Automation Congress (WAC), 2012
  • Conference_Location
    Puerto Vallarta, Mexico
  • ISSN
    2154-4824
  • Print_ISBN
    978-1-4673-4497-5
  • Type

    conf

  • Filename
    6321299