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Verification and Validation in Cyber Physical Systems: Research Challenges and a Way Forward

机译:网络物理系统中的验证与确认:研究挑战和前进方向

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摘要

It is widely held that debugging cyber-physical systems (CPS) is challenging, to date, empirical studies investigating research challenges in CPS verification and validation have not been done. As a result, the exact challenges facing CPS developers in the real world remain at best unquantified and at worst unknown, and the research directions the community should undertake are not clearly identified. In this paper, we review our recent empirical study of real-world CPS developers. This position paper then uses the findings from this study to highlight the discovered key challenges and to present a research trajectory to address these challenges.
机译:普遍认为,调试网络物理系统(CPS)具有挑战性,迄今为止,尚未进行调查CPS验证和确认研究挑战的实证研究。结果,CPS开发人员在现实世界中面临的确切挑战最多仍无法量化,最糟糕的是未知数,并且社区应该承担的研究方向也没有明确确定。在本文中,我们回顾了我们最近对真实CPS开发人员的实证研究。然后,本立场文件将使用本研究的发现来突出显示发现的关键挑战,并提出解决这些挑战的研究轨迹。

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