自适应信息物理系统实验的体系结构框架

M. Kit, I. Gerostathopoulos, T. Bures, P. Hnetynka, F. Plášil
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引用次数: 40

摘要

嵌入式设备功能和无线网络的最新进展为创建具有自配置和自适应功能的无处不在的网络物理系统(CPS)铺平了道路。由于这些系统需要在可靠性、开放性和适应性之间取得平衡,并在动态和机会主义环境中运行,因此它们的设计和开发尤其具有挑战性。我们采用基于体系结构的方法来解决这个问题,并提倡使用基于组件的抽象和相关机制来设计自适应的CPS。我们的方法是围绕DEECo构建的——一个组件框架,它引入了组件集成的概念,以在中间件级别处理CPS的动态性。DEECo提供了自主组件和组件集成的体系结构抽象,可以在其上部署不同的自适应技术。这使得DEECo成为自适应系统无缝实验的载体,其中节点的物理分布和移动性以及有限的数据可用性发挥着重要作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Architecture Framework for Experimentations with Self-Adaptive Cyber-physical Systems
Recent advances in embedded devices capabilities and wireless networks paved the way for creating ubiquitous Cyber-Physical Systems (CPS) grafted with self-configuring and self-adaptive capabilities. As these systems need to strike a balance between dependability, open-endedness and adaptability, and operate in dynamic and opportunistic environments, their design and development is particularly challenging. We take an architecture-based approach to this problem and advocate the use of component-based abstractions and related machinery to engineer self-adaptive CPS. Our approach is structured around DEECo -- a component framework that introduces the concept of component ensembles to deal with the dynamicity of CPS at the middleware level. DEECo provides the architecture abstractions of autonomous components and component ensembles on top of which different adaptation techniques can be deployed. This makes DEECo a vehicle for seamless experiments with self-adaptive systems where the physical distribution and mobility of nodes, and the limited data availability play an important role.
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