静态与动态分析:协同与双重性

Michael D. Ernst
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引用次数: 37

摘要

这次演讲介绍了两组关于静态和动态分析的观察结果。第一个是关于静态和动态分析之间的协同作用。只要利用一种方法,另一种方法也可以加以应用,而且往往是相辅相成的,现有的分析应激发对同一问题采取不同的方法。此外,现有的静态和动态分析通常具有非常相似的结构和技术方法。第二个观察结果是,一些静态方法和动态方法是相似的,因为它们都关注所有可能执行的子集,并从中进行推广。演讲最后向研究人员提出了一个挑战,要求他们开发新的分析来补充现有的分析。更重要的是,研究人员需要消除静态和动态分析之间的界限,并创建可以在任何一种模式下运行的统一分析,或者在混合两种方法优势的模式下运行。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Invited Talk Static and dynamic analysis: synergy and duality
This talk presents two sets of observations relating static and dynamic analysis. The first concerns synergies between static and dynamic analysis. Wherever one is utilized, the other may also be applied, often in a complementary way, and existing analyses should inspire different approaches to the same problem. Furthermore, existing static and dynamic analyses often have very similar structure and technical approaches. The second observation is that some static and dynamic approaches are similar in that each focuses on, and generalizes from, a subset of all possible executions.The talk concludes with a challenge to researchers to develop new analyses that complement existing ones. More importantly, researchers need to erase the boundaries between static and dynamic analysis and create unified analyses that can operate in either mode, or in a mode that blends the strengths of both approaches.
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