Mobile Edge Computing for Beyond 5G/6G

Mobile Edge Computing for Beyond 5G/6G
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超越 5G/6G 的移动边缘计算

DOI:
10.1007/978-3-030-83944-4_4
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发表时间:
2021
期刊:
Simula SpringerBriefs on Computing
影响因子:
--
通讯作者:
Yan Zhang
Yan Zhang
中科院分区:
--
文献类型:
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作者:
Yan Zhang

文献摘要

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这是一本开放存取的书。它提供了关于移动边缘计算(MEC)的全面、独立的知识,这是一项非常有前途的技术,可以在下一代无线通信和计算网络中实现智能。本书首先介绍了MEC的基本概念、关键技术和网络架构。然后介绍了MEC的广泛应用,包括边缘缓存、6G网络、车联网和无人机。在最后一部分,我们展示了MEC遇到区块链、人工智能和分布式机器学习(例如,联合学习)的新机遇。我们还确定了MEC在流行病、工业物联网和灾难管理方面的新兴应用。由于对MEC的原理和应用进行了广泛的报道,这本书可以很容易地交叉参考。这本书是为所有级别的对通信和计算机网络感兴趣的人写的。主要受众包括大四的本科生、研究生、教育工作者、科学家、研究人员、开发人员、工程师、创新者和研究战略家。
This is an open access book. It offers comprehensive, self-contained knowledge on Mobile Edge Computing (MEC), which is a very promising technology for achieving intelligence in the next-generation wireless communications and computing networks. The book starts with the basic concepts, key techniques and network architectures of MEC. Then, we present the wide applications of MEC, including edge caching, 6G networks, Internet of Vehicles, and UAVs. In the last part, we present new opportunities when MEC meets blockchain, Artificial Intelligence, and distributed machine learning (e.g., federated learning). We also identify the emerging applications of MEC in pandemic, industrial Internet of Things and disaster management. The book allows an easy cross-reference owing to the broad coverage on both the principle and applications of MEC. The book is written for people interested in communications and computer networks at all levels. The primary audience includes senior undergraduates, postgraduates, educators, scientists, researchers, developers, engineers, innovators and research strategists.