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Towards a Verification-Driven Iterative Development of Software for Safety-Critical Cyber-Physical Systems

机译:迈向安全关键网络物理系统软件的验证驱动的迭代开发

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摘要

Abstract Software systems are complicated, and the scientific and engineering methodologies for software development are relatively young. Cyber-physical systems are now in every corner of our lives, and we need robust methods for handling the ever-increasing complexity of their software systems. Model-Driven Development is a promising approach to tackle the complexity of systems through the concept of abstraction, enabling analysis at earlier phases of development. In this paper, we propose a model-driven approach with a focus on guaranteeing safety using formal verification. Cyber-physical systems are distributed, concurrent, asynchronous and event-based reactive systems with timing constraints. The actor-based textual modeling language, Rebeca, with model checking support is used for formal verification. Starting from structured requirements and system architecture design the behavioral models, including Rebeca models, are built. Properties of interest are also derived from the structured requirements, and then model checking is used to formally verify the properties. This process can be performed in iterations until satisfaction of desired properties are ensured, and possible ambiguities and inconsistencies in requirements are resolved. The formally verified models can then be used to develop the executable code. The Rebeca models include the details of the signals and messages that are passed at the network level including the timing, and this facilitates the generation of executable code. The natural mappings among the models for requirements, the formal models, and the executable code improve the effectiveness and efficiency of the approach.
机译:摘要软件系统复杂,软件开发的科学和工程方法相对年轻。网络物理系统现在处于我们生命的每个角落,我们需要强大的方法来处理其软件系统的不断增长的复杂性。模型驱动的开发是一种有希望的方法,可以通过抽象概念解决系统的复杂性,从而在早期开发阶段进行分析。在本文中,我们提出了一种模型驱动的方法,重点是使用正式验证保证安全性。网络物理系统是分布式,并发,异步和事件的基于事件的无功系统,具有定时约束。基于演员的文本建模语言REBECA,具有模型检查支持的正式验证。从结构化要求和系统架构设计,建立了行为模型,包括rebeca模型。感兴趣的属性也来自结构化要求,然后使用模型检查来正式验证属性。该过程可以在迭代中进行,直到确保所需属性的满足,并解决可能的含糊不清和不一致性。然后可以使用正式验证的模型来开发可执行代码。 rebeca模型包括在包括时序的网络级别传递的信号和消息的细节,这有助于生成可执行代码。用于要求,正式模型和可执行规范的模型中的自然映射提高了方法的有效性和效率。

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