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Monitoring the Health Condition of a Ubiquitous System: Rejuvenation vs. Recovery

机译:监测普遍存在系统的健康状况:恢复活力与恢复

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Software rejuvenation is a preventive and proactive solution that is particularly useful for counteracting the phenomenon of software aging. In this article, we consider a periodic software rejuvenation model based on the steady-state system availability in discrete operational circumstance. More precisely, we treat a telecommunication billing application as a simple ubiquitous application, and describe its stochastic behavior by applying the discrete renewal reward process. The main objective is the determination of the optimal frequency to rejuvenate the ubiquitous application, maximizing the steady-state system availability. Also, we develop a statistically non-parametric algorithm to estimate the optimal rejuvenation schedule with the discrete total time on test concept.
机译:软件恢复是一种预防和主动解决方案,可用于抵消软件老化现象。在本文中,我们考虑了基于离散运营环境中稳态系统可用性的周期性软件复兴模型。更确切地说,我们将电信计费应用程序视为一个简单的无处不在的应用程序,并通过应用离散续订奖励过程来描述其随机行为。主要目的是确定最佳频率,以恢复无处不在的应用,最大化稳态系统可用性。此外,我们开发了一种统计上非参数算法,以估计与测试概念的离散总时间的最佳复兴计划。

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