工业物联网的设计模式

Gedare Bloom, B. Alsulami, E. Nwafor, I. Bertolotti
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引用次数: 59

摘要

物联网(IoT)是大量相互连接的传感器、设备和服务的集合,它们通过互联网共享数据和信息,目的是利用多个信息源来优化相关系统。与物联网相关的技术通过降低成本、改进功能、增加对资源的访问和增强自动化,显著提高了许多现有应用程序的质量。工业采用物联网导致了下一次工业革命:工业4.0。工业物联网(IIoT)的兴起有望加强工厂管理、流程优化、工人安全等。然而,工业物联网的推出并非没有重大问题,其中许多问题成为阻碍完全实现工业4.0愿景的主要障碍。一个值得关注的主要领域是捕获和存储的大量数据集的安全性和隐私性,这可能会泄露有关知识产权、商业秘密和其他竞争知识的信息。作为解决安全和隐私问题的一种方法,我们在本文中旨在确定工业物联网应用中存在的常见输入输出(I/O)设计模式。这些设计模式支持构建此类应用程序使用的数据流语义的抽象模型表示,因此可以更好地理解如何保护与IIoT操作相关的信息。在本文中,我们描述了通信协议并确定了工业物联网应用的通用I/O设计模式,重点是边缘设备中的数据流,在工业控制系统(ICS)设置中,边缘设备最常涉及过程控制或监控。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design patterns for the industrial Internet of Things
The Internet of Things (IoT) is a vast collection of interconnected sensors, devices, and services that share data and information over the Internet with the objective of leveraging multiple information sources to optimize related systems. The technologies associated with the IoT have significantly improved the quality of many existing applications by reducing costs, improving functionality, increasing access to resources, and enhancing automation. The adoption of IoT by industries has led to the next industrial revolution: Industry 4.0. The rise of the Industrial IoT (IIoT) promises to enhance factory management, process optimization, worker safety, and more. However, the rollout of the IIoT is not without significant issues, and many of these act as major barriers that prevent fully achieving the vision of Industry 4.0. One major area of concern is the security and privacy of the massive datasets that are captured and stored, which may leak information about intellectual property, trade secrets, and other competitive knowledge. As a way forward toward solving security and privacy concerns, we aim in this paper to identify common input-output (I/O) design patterns that exist in applications of the IIoT. These design patterns enable constructing an abstract model representation of data flow semantics used by such applications, and therefore better understand how to secure the information related to IIoT operations. In this paper, we describe communication protocols and identify common I/O design patterns for IIoT applications with an emphasis on data flow in edge devices, which, in the industrial control system (ICS) setting, are most often involved in process control or monitoring.
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