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The Rejuvenation Queue Construction and Strategy Research for Related Web Services

机译:相关网络服务的恢复队伍建设与战略研究

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The problem of software aging widely exists in long-running software system, and the solution is software rejuvenation. Traditional software rejuvenation strategy has some deficiencies in solving the software aging problems of web services, for example, the higher failure rate and the poorer stability. Therefore, considering web services may have the correlation, at first we classified web service relationship and analyzed the relationship of web services by using the association mining algorithm; secondly we established and continuously fixed the aging model of web services by using the error back-propagation network to calculate the aging weights of web services. On this basis, based on the analysis of web services' priority, call frequency and aging states, we calculated the rejuvenation cost, constructed the rejuvenation queue, and proposed an adaptive rejuvenation strategy of related web services. The experiment result showed that, compared with traditional regeneration strategy, this strategy improved the stability and dependability of web services.
机译:长期运行软件系统中广泛存在的软件老化问题,解决方案是软件复兴。传统的软件恢复策略在解决Web服务的软件老化问题方面具有一些缺陷,例如,更高的故障率和较差的稳定性。因此,考虑Web服务可能具有相关性,首先是通过使用协会挖掘算法分析Web服务关系并分析了Web服务的关系;其次,我们通过使用错误反向传播网络来计算并不断地修复了Web服务的老化模型,以计算Web服务的老化权重。在此基础上,基于对Web服务的优先级,呼叫频率和老化状态的分析,我们计算了复兴成本,构建了恢复队伍,并提出了相关网络服务的自适应复兴策略。实验结果表明,与传统的再生策略相比,该策略提高了Web服务的稳定性和可靠性。

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