• DocumentCode
    3084697
  • Title

    Modeling and analysis of software rejuvenation in cable modem termination systems

  • Author

    Liu, Yun ; Trivedi, Kishor S. ; Ma, Yue ; Han, James J. ; Levendel, Haim

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Duke Univ., Durham, NC, USA
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    159
  • Lastpage
    170
  • Abstract
    In order to reduce system outages and the associated downtime cost caused by the "software aging" phenomenon, we propose to use software rejuvenation as a proactive system maintenance technique deployed in a CMTS (Cable Modem Termination System) cluster system. Different rejuvenation policies are studied from the perspective of cost and availability. To evaluate these policies, stochastic reward net models are developed and solved by SPNP (Stochastic Petri Net Package). Numerical results show that significant improvement in capacity-oriented availability and decrease in downtime cost can be achieved. The optimization of the rejuvenation interval in the time-based approach and the effect of the prediction coverage in the measurement-based approach are also studied in this paper.
  • Keywords
    Petri nets; modems; network operating systems; optimisation; software maintenance; software reliability; stochastic processes; Stochastic Petri Net Package; availability; cable modem termination systems; cluster system; downtime cost; measurement-based approach; optimization; proactive system maintenance technique; software aging; software rejuvenation modeling; stochastic reward net models; system outages; time-based approach; Availability; Coaxial cables; Communication cables; Costs; Hardware; Hybrid fiber coaxial cables; Modems; Power cables; Software maintenance; Switches;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Software Reliability Engineering, 2002. ISSRE 2003. Proceedings. 13th International Symposium on
  • ISSN
    1071-9458
  • Print_ISBN
    0-7695-1763-3
  • Type

    conf

  • DOI
    10.1109/ISSRE.2002.1173239
  • Filename
    1173239