RA4Self-CPS:自适应网络物理系统参考架构

IF 1.3 4区 工程技术 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS
Marcos Paulo de Oliveira Camargo;Gabriel dos Santos Pereira;Daniel Almeida;Leandro Apolinario Bento;William Fernande Dorante;Frank Jose Affonso
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引用次数: 0

摘要

网络物理系统(CPS)是嵌入式系统的一种演变,其计算元素通过网络与物理实体进行交互。与传统的 CPS 相比,自适应网络物理系统(Self-CPS)具有特殊的功能,因为这类系统可以在运行时应对变化。与此同时,参考架构(RA)可实现可重复使用的工件,汇集特定领域的软件架构知识。参考架构促进了不同领域的开发、标准化和系统演进。尽管参考架构具有相关性,但目前还没有发现参考架构可以支持更系统地开发自携式计算机系统(Self-CPS),涵盖自我保护和可观测性等问题。基于这种情况,本文的主要贡献在于提出了一种名为 RA4Self-CPS 的自 CPS 参考架构。该 RA 的目标是支持需要运行时自我保护、可观察性和适应性的 Self-CPS 开发。为了证明我们的 RA 的可行性,我们进行了一项案例研究,为 Self-CPS 领域提供了一个很好的视角。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
RA4Self-CPS: A Reference Architecture for Self-adaptive Cyber-Physical Systems
Cyber-Physical Systems (CPS) represent an evolution of embedded systems by the computational elements interacting with physical entities through a network. Self-adaptive Cyber-Physical Systems (Self-CPS) present specific features compared to traditional CPS because this type of system can deal with changes at runtime. In parallel, Reference Architectures (RA) enable reusable artifacts that aggregate the knowledge of software architectures in specific domains. RAs have facilitated the development, standardization, and system evolution in different domains. Despite their relevance, reference architectures that could support the more systematic development of Self-CPS, covering issues like self-protecting and observability, are not found yet. Based on this scenario, the main contribution of this paper is to present an RA for Self-CPS named RA4Self-CPS. The goal of this RA is to support the Self-CPS development that requires self-protecting, observability, and adaptation at runtime. To show the viability of our RA, we conducted a case study that revealed a good perspective to contribute to the Self-CPS area.
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来源期刊
IEEE Latin America Transactions
IEEE Latin America Transactions COMPUTER SCIENCE, INFORMATION SYSTEMS-ENGINEERING, ELECTRICAL & ELECTRONIC
CiteScore
3.50
自引率
7.70%
发文量
192
审稿时长
3-8 weeks
期刊介绍: IEEE Latin America Transactions (IEEE LATAM) is an interdisciplinary journal focused on the dissemination of original and quality research papers / review articles in Spanish and Portuguese of emerging topics in three main areas: Computing, Electric Energy and Electronics. Some of the sub-areas of the journal are, but not limited to: Automatic control, communications, instrumentation, artificial intelligence, power and industrial electronics, fault diagnosis and detection, transportation electrification, internet of things, electrical machines, circuits and systems, biomedicine and biomedical / haptic applications, secure communications, robotics, sensors and actuators, computer networks, smart grids, among others.
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