使用区块链保护集群边缘智能

IF 3.7 4区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
C. Dehury, S. Srirama, Praveen Kumar Donta, S. Dustdar
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引用次数: 9

摘要

-网络边缘的设备不仅负责感知周围环境,而且还具有足够的智能,可以学习并对环境做出反应。集群边缘智能(CEI)强调以智能为中心的聚类而不是以设备为中心的聚类。它允许设备与其他设备和远程雾或云服务器共享它们的知识和事件。然而,最近的进展通过分析边缘设备的事件日志来促进事件历史的可追溯性,这些事件日志是计算密集型且易于更改的。本文重点介绍了基于区块链的CEI解决方案,该解决方案使边缘设备的事件历史不可变且易于跟踪。本文进一步解释了如何从源设备到云服务器保护边缘设备的活动和环境数据。这种安全的CEI机制可以应用于建立透明高效的智慧城市、供应链、物流和运输系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Securing clustered edge intelligence with blockchain
The devices at the edge of a network are not only responsible for sensing the surrounding environment but are also made intelligent enough to learn and react to the environment. Clustered Edge Intelligence (CEI) emphasizes intelligence-centric clustering instead of device-centric clustering. It allows the devices to share their knowledge and events with other devices and the remote fog or cloud servers. However, recent advancements facilitate the traceability of the events’ history by analyzing edge devices’ event logs, which are compute intensive and easy to alter. This article focuses on a blockchain-based solution for CEI that makes the edge devices’ events history immutable and easily traceable. This article further explains how the edge devices’ activities and the environmental data can be secured from the source device to the cloud servers. Such a secured CEI mechanism can be applied in establishing a transparent and efficient smart city, supply chain, logistics, and transportation systems.
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来源期刊
IEEE Consumer Electronics Magazine
IEEE Consumer Electronics Magazine Computer Science-Hardware and Architecture
CiteScore
10.00
自引率
8.90%
发文量
151
期刊介绍: The scope will cover the following areas that are related to “consumer electronics” and other topics considered of interest to consumer electronics: Video technology, Audio technology, White goods, Home care products, Mobile communications, Gaming, Air care products, Home medical devices, Fitness devices, Home automation & networking devices, Consumer solar technology, Home theater, Digital imaging, In Vehicle technology, Wireless technology, Cable & satellite technology, Home security, Domestic lighting, Human interface, Artificial intelligence, Home computing, Video Technology, Consumer storage technology.
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