基于关联数据的物云

Yun-Hee Son, Kyu-Chul Lee
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引用次数: 5

摘要

目前,人们对以信息通信技术为基础的第四次工业革命越来越感兴趣。连通性、智能、自动化、物联网(IoT)、人工智能(AI)、机器人、大数据等第四次产业革命的主题被认为是可以实现这些目标的技术。物联网是最引人注目的技术之一,它可以作为实现第四次工业革命的手段。然而,由于不同传感器、设备和执行器的分布式环境,在使用不同协议的情况下,物联网不断遇到异构问题。此外,需要一种能够智能和有意义地利用物联网设备快速增加使用所产生的大数据的方法。在本文中,我们提出了一种基于关联数据将各种物联网设备虚拟化为所谓的物联网云的方法。云中的虚拟设备使用来自真实设备的元数据来解决异构问题,并将虚拟对象组织成链接的数据形式,以形成连接许多对象的设备网格。这可以实现自主智能,例如通过基于链接数据的设备网格确保连接,并通过大数据链接获得有意义的分析结果。我们将说明如何通过基于关联数据的物联网云场景来利用这项研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Cloud of things based on linked data
At present, interest in the fourth industrial revolution based on information and communications technology is increasing. The topics of the fourth industrial revolution, including connectivity, intelligence, automation, and the IoT (Internet of Things), AI (artificial intelligence), robotics, and big data, are being considered as technologies that can realize these goals. The Internet of Things is one of the most remarkable technologies, and it can serve as the by which to realize the fourth industrial revolution. However, due to the distributed environment of different sensors, devices, and actuators, the IoT is constantly experiencing heterogeneity problems given the use of different protocols. Moreover, there is a need for a method capable of intelligently and meaningfully utilizing the big data produced by the rapidly increasing use of IoT devices. In this paper, we propose a method to virtualize various IoT devices into what is termed a Cloud of Things based on linked data. Virtualized devices in the cloud using metadata from real-world devices are used to solve heterogeneity problems and organize virtualized objects into linked data forms to form device meshes that connect many objects. This enables autonomous intelligence, such as ensuring connectivity through a linked-data-based device mesh and deriving meaningful analytical results through the linking of big data. We illustrate how this study can be utilized through scenarios for the Cloud of Things based on linked data.
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