An architecture-based software reliability model

Wen-li Wang, Ye Wu, Mei-Hwa Chen
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引用次数: 175

Abstract

We present an analytical model for estimating architecture-based software reliability, according to the reliability of each component, the operational profile, and the architecture of software. Our approach is based on Markov chain properties and architecture view to state view transformations to perform reliability analysis on heterogeneous software architectures. We demonstrate how this analytical model can be utilized to estimate the reliability of a heterogeneous architecture consisting of batch-sequential/pipeline, call-and-return, parallel/pipe-filters, and fault tolerance styles. In addition, we conduct an experiment on a system embedded with three architectural styles to validate this heterogeneous software reliability model.
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基于体系结构的软件可靠性模型
我们根据每个组件的可靠性、运行概况和软件的体系结构,提出了一个基于体系结构的软件可靠性评估的分析模型。我们的方法是基于马尔可夫链属性和架构视图到状态视图的转换来执行异构软件架构的可靠性分析。我们演示了如何利用此分析模型来估计由批处理顺序/管道、调用-返回、并行/管道过滤器和容错风格组成的异构体系结构的可靠性。此外,我们在一个具有三种架构风格的嵌入式系统上进行了实验,以验证这种异构软件可靠性模型。
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