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The FORA Fog Computing Platform for Industrial IoT
Information Systems ( IF 3.7 ) Pub Date : 2021-02-02 , DOI: 10.1016/j.is.2021.101727
Paul Pop , Bahram Zarrin , Mohammadreza Barzegaran , Stefan Schulte , Sasikumar Punnekkat , Jan Ruh , Wilfried Steiner

Industry 4.0 will only become a reality through the convergence of Operational and Information Technologies (OT & IT), which use different computation and communication technologies. Cloud Computing cannot be used for OT involving industrial applications, since it cannot guarantee stringent non-functional requirements, e.g., dependability, trustworthiness and timeliness. Instead, a new computing paradigm, called Fog Computing, is envisioned as an architectural means to realize the IT/OT convergence. In this paper we propose a Fog Computing Platform (FCP) reference architecture targeting Industrial IoT applications. The FCP is based on: deterministic virtualization that reduces the effort required for safety and security assurance; middleware for supporting both critical control and dynamic Fog applications; deterministic networking and interoperability, using open standards such as IEEE 802.1 Time-Sensitive Networking (TSN) and OPC Unified Architecture (OPC UA); mechanisms for resource management and orchestration; and services for security, fault tolerance and distributed machine learning. We propose a methodology for the definition and the evaluation of the reference architecture. We use the Architecture Analysis Design Language (AADL) to model the FCP reference architecture, and a set of industrial use cases to evaluate its suitability for the Industrial IoT area.



中文翻译:

用于工业物联网的FORA雾计算平台

只有通过使用不同的计算和通信技术的运营和信息技术(OT&IT)的融合,工业4.0才能成为现实。云计算不能用于涉及工业应用的OT,因为它不能保证严格的非功能性要求,例如可靠性,可信赖性和及时性。取而代之的是一种称为“雾计算”的新计算范例。可以将用作实现IT / OT融合的体系结构手段。在本文中,我们提出了针对工业物联网应用的雾计算平台(FCP)参考架构。FCP基于:确定性虚拟化,可减少安全性和安全保证所需的工作量;支持关键控制和动态Fog应用程序的中间件;确定性网络和互操作性,使用开放标准,例如IEEE 802.1时间敏感网络(TSN)和OPC统一体系结构(OPC UA);资源管理和协调机制;安全,容错和分布式机器学习的服务。我们提出了一种定义和评估参考体系结构的方法。

更新日期:2021-02-08
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