基于区块链的终端-边缘-云协作计算范例概述

IF 4 3区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Computers & Electrical Engineering Pub Date : 2024-09-30 DOI:10.1016/j.compeleceng.2024.109737
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引用次数: 0

摘要

随着物联网(IoT)的快速发展,终端-边缘-云协同计算(TECC)这种分层分布式计算模式已成为满足各种应用对高计算能力、高存储容量和低延迟服务要求的有效解决方案。然而,TECC 在数据安全和隐私保护方面仍面临诸多挑战。将区块链集成到 TECC 框架中可以实现节点之间的可信数据交换,同时确保数据的完整性和可用性。本文对基于区块链的 TECC 技术进行了深入研究。其中,我们首先简要介绍了 TECC 范式和区块链的关键。然后,我们重点讨论区块链与 TECC 范式的整合。具体而言,本文将 TECC 框架分为三类:单层、双层和多层。此外,本文还总结了基于区块链的 TECC 架构的核心技术、基于轻量级区块链的 TECC,并从不同角度总结了应用场景。最后,本文概述了基于区块链的 TECC 的未来发展方向。
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Overview of blockchain-based terminal-edge-cloud collaborative computing paradigm
With the rapid development of the Internet of Things (IoT), terminal-edge-cloud collaborative computing (TECC), a hierarchical distributed computing model, has become an effective solution to meet the various application requirements in terms of high computing power, high storage capacity, and low-latency services. However, the TECC still faces many challenges in terms of data security and privacy protection. Integrating blockchain into TECC frameworks can enable trustful data exchange between nodes while ensuring the integrity and availability of data. This paper presents an in-depth survey of blockchain-based TECC technology. In particular, we first introduce the key of the TECC paradigm and blockchain briefly. Then we focus on the integration of blockchain into the TECC paradigm. Specifically, the paper divides the TECC frameworks into three categories: one-layer, two-layers and multiple layers. Moreover, this paper summarizes core technologies in blockchain-based TECC architectures, TECC based on lightweight blockchains, and summarizes the application scenarios from different perspectives. Finally, the paper outlines the future direction of blockchain-based TECC.
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来源期刊
Computers & Electrical Engineering
Computers & Electrical Engineering 工程技术-工程:电子与电气
CiteScore
9.20
自引率
7.00%
发文量
661
审稿时长
47 days
期刊介绍: The impact of computers has nowhere been more revolutionary than in electrical engineering. The design, analysis, and operation of electrical and electronic systems are now dominated by computers, a transformation that has been motivated by the natural ease of interface between computers and electrical systems, and the promise of spectacular improvements in speed and efficiency. Published since 1973, Computers & Electrical Engineering provides rapid publication of topical research into the integration of computer technology and computational techniques with electrical and electronic systems. The journal publishes papers featuring novel implementations of computers and computational techniques in areas like signal and image processing, high-performance computing, parallel processing, and communications. Special attention will be paid to papers describing innovative architectures, algorithms, and software tools.
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