电缆调制解调器终端系统中软件再生的建模与分析

Yun Liu, Kishor S. Trivedi, Yue Ma, James J. Han, H. Levendel
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引用次数: 36

摘要

为了减少由“软件老化”现象引起的系统中断和相关的停机成本,我们建议将软件再生作为部署在CMTS (Cable Modem terminal system)集群系统中的主动系统维护技术。从成本和可得性的角度研究了不同的振兴政策。为了评估这些策略,开发了随机奖励网络模型,并使用SPNP(随机Petri网包)进行求解。数值结果表明,该方法可以显著提高容量导向的可用性,降低停机成本。本文还研究了基于时间的方法中再生间隔的优化和基于测量的方法中预测覆盖率的影响。
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Modeling and analysis of software rejuvenation in cable modem termination systems
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.
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