通过自动解决方法进行自我修复

Antonio Carzaniga, Alessandra Gorla, M. Pezzè
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引用次数: 34

摘要

我们建议在软件系统中使用自动解决方案来实现自我修复。我们观察到,非常复杂的软件系统,特别是那些由组件组成的软件系统,往往是冗余的,因为通过多个操作序列可以获得相同的功能和相同的状态转换。这种冗余是为组件故障构建有效的解决方案的基础。特别是,我们假设可以检测和拦截故障以及导致故障的操作的跟踪。给定失败序列,系统自动执行一个或多个已知具有等效行为的备选序列。我们认为,这样的变通方法可以通过合理的努力从多种形式的规范中获得,它们可以有效地静态或动态地确定优先级,并且可以在运行时以完全自动化的方式部署,因此它们相当于一种有效的自我修复机制。我们通过详细描述一种表示、派生和部署变通方法来开发这种自我修复的概念。我们在两个案例研究中验证了我们的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Self-healing by means of automatic workarounds
We propose to use automatic workarounds to achieve self-healing in software systems. We observe that software systems of significant complexity, especially those made of components, are often redundant, in the sense that the same functionality and the same state-transition can be obtained through multiple sequences of operations. This redundancy is the basis to construct effective workarounds for component failures. In particular, we assume that failures can be detected and intercepted together with a trace of the operations that lead to the failure. Given the failing sequence, the system autonomically executes one or more alternative sequences that are known to have an equivalent behavior. We argue that such workarounds can be derived with reasonable effort from many forms of specifications, that they can be effectively prioritized either statically or dynamically, and that they can be deployed at run time in a completely automated way, and therefore that they amount to a valid self-healing mechanism. We develop this notion of self-healing by detailing a method to represent, derive, and deploy workarounds. We validate our method in two case studies.
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