状态转移矩阵设计有界模型检验的SMT方法

W. Kong, T. Shiraishi, Y. Mizushima, N. Katahira, Akira Fukuda, Masahiko Watanabe
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引用次数: 2

摘要

状态转换矩阵(STM)是一种基于表的建模语言,在工业中经常用于指定分布式系统的行为。STM设计(即用STM编写的设计)的功能正确性通常可以表示为不变属性。在本文中,我们首先提出了STM设计的静态和动态方面的形式化。因此,在此形式化的基础上,我们研究了一种用于STM设计的符号编码方法,通过该方法可以对设计进行有界模型检查。利用可满足模理论(SMT)求解不变性。我们已经构建了所提出编码的原型实现,并且在我们的实验中使用了最先进的SMT求解器- Yices来评估我们方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An SMT Approach to Bounded Model Checking of Design in State Transition Matrix
State Transition Matrix (STM) is a table-based modeling language that has been frequently used in industry for specifying behavior of distributed systems. Functional correctness of a STM design (i.e., a design written in STM) could usually be expressed as invariant properties. In this paper, we first present a formalization of the static and dynamic aspects of a STM design. Consequentially, based on this formalization, we investigate a symbolic encoding approach for STM design, through which the design could be bounded model checked wrt. invariant properties by using Satisfiability Modulo Theories (SMT) solving technique. We have built a prototype implementation of the proposed encoding and the state-of-the-art SMT solver -- Yices is used in our experiments to evaluate the effectiveness of our approach.
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