网络物理系统中互操作性问题的分类:来自 OpenWrt 的经验案例

IF 4 3区 计算机科学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS IEEE Systems Journal Pub Date : 2024-08-19 DOI:10.1109/JSYST.2024.3426541
Joana L. F. P. Cardoso;Paul T. Grogan;Michael J. Pennock
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引用次数: 0

摘要

网络物理模块的重复使用对于加快网络物理系统(CPS)的开发时间和降低设计成本至关重要。模块的成功重用取决于缓解互操作性问题的能力。多年来,不同的团体一直致力于了解和缓解这些问题,从而形成了不同的互操作性模型,这些模型通常与特定领域相关。本文探讨的一个重要问题是,这些模型是否有助于 CPS 的设计。具体来说,本文将根据概念互操作性模型(LCIM)的等级评估一个真实世界中的 CPS 实例。所采用的方法是利用自然语言处理技术,将最初的系统更改范围缩小到问题子集,其中一些是互操作性问题。通过这项工作,可以对所发现的经验证据和所考虑的互操作性模型进行比较。结果表明,观察到的互操作性问题与 LCIM 提出的多层次类别非常吻合。此外,LCIM 似乎对发现的互操作性问题提供了完整的描述,并检查了其适合性和完整性。所获结果的一个重要影响是,可以对上述问题的关键属性进行更有针对性的讨论,并随后确定和评估现有缓解方法的有效性。
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Classifying Interoperability Problems in Cyber-Physical Systems: Empirical Cases From OpenWrt
Reuse of cyber-physical modules is critical to accelerate the development times and reduce design costs of cyber-physical systems (CPS). Successful module reuse depends on the ability to mitigate interoperability problems. Over the years, different communities have worked to understand and mitigate these problems leading to different interoperability models, oftentimes tied to particular domains. One important question, tackled in this article, is whether these models can help with the design of CPS. Specifically, this article evaluates a real-world example of a CPS against the levels of conceptual interoperability model (LCIM). The approach followed leverages natural language processing techniques to narrow an initial set of system changes down to a subset of problems, some of which are interoperability problems. This effort enables a comparison between the empirical evidence found and the interoperability model considered. The results obtained show that the observed interoperability problems fit well under the multilevel categories proposed by the LCIM. Furthermore, the LCIM seems to provide a complete description for the interoperability problems found, checking for fit and completeness. A significant impact of the results obtained is the enabling of more focused discussions of the key attributes of said problems and subsequent identification and assessment of the effectiveness of existing mitigation approaches.
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来源期刊
IEEE Systems Journal
IEEE Systems Journal 工程技术-电信学
CiteScore
9.80
自引率
6.80%
发文量
572
审稿时长
4.9 months
期刊介绍: This publication provides a systems-level, focused forum for application-oriented manuscripts that address complex systems and system-of-systems of national and global significance. It intends to encourage and facilitate cooperation and interaction among IEEE Societies with systems-level and systems engineering interest, and to attract non-IEEE contributors and readers from around the globe. Our IEEE Systems Council job is to address issues in new ways that are not solvable in the domains of the existing IEEE or other societies or global organizations. These problems do not fit within traditional hierarchical boundaries. For example, disaster response such as that triggered by Hurricane Katrina, tsunamis, or current volcanic eruptions is not solvable by pure engineering solutions. We need to think about changing and enlarging the paradigm to include systems issues.
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