Modeling and verification of evolving cyber-physical spaces

Christos Tsigkanos, Timo Kehrer, C. Ghezzi
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引用次数: 49

Abstract

We increasingly live in cyber-physical spaces -- spaces that are both physical and digital, and where the two aspects are intertwined. Such spaces are highly dynamic and typically undergo continuous change. Software engineering can have a profound impact in this domain, by defining suitable modeling and specification notations as well as supporting design-time formal verification. In this paper, we present a methodology and a technical framework which support modeling of evolving cyber-physical spaces and reasoning about their spatio-temporal properties. We utilize a discrete, graph-based formalism for modeling cyber-physical spaces as well as primitives of change, giving rise to a reactive system consisting of rewriting rules with both local and global application conditions. Formal reasoning facilities are implemented adopting logic-based specification of properties and according model checking procedures, in both spatial and temporal fragments. We evaluate our approach using a case study of a disaster scenario in a smart city.
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演化的网络物理空间的建模与验证
我们越来越多地生活在网络物理空间中——物理空间和数字空间,两者交织在一起。这样的空间是高度动态的,通常会经历持续的变化。通过定义合适的建模和规范符号以及支持设计时形式化验证,软件工程可以在这个领域产生深远的影响。在本文中,我们提出了一种方法和技术框架,支持对不断发展的网络物理空间进行建模并对其时空特性进行推理。我们利用离散的,基于图形的形式化来建模网络物理空间以及变化的原语,从而产生一个由重写本地和全局应用条件的规则组成的反应系统。在空间和时间片段中,采用基于逻辑的属性规范和相应的模型检查程序来实现形式推理工具。我们通过一个智能城市灾难场景的案例研究来评估我们的方法。
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