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
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