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Toward Edge Intelligence: Multiaccess Edge Computing for 5G and Internet of Things

机译:走向Edge Intelligence:用于5G和Internet Internet的MultiAccess Edge计算

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摘要

To satisfy the increasing demand of mobile data traffic and meet the stringent requirements of the emerging Internet-of-Things (IoT) applications such as smart city, healthcare, and augmented/virtual reality (AR/VR), the fifth-generation (5G) enabling technologies are proposed and utilized in networks. As an emerging key technology of 5G and a key enabler of IoT, multiaccess edge computing (MEC), which integrates telecommunication and IT services, offers cloud computing capabilities at the edge of the radio access network (RAN). By providing computational and storage resources at the edge, MEC can reduce latency for end users. Hence, this article investigates MEC for 5G and IoT comprehensively. It analyzes the main features of MEC in the context of 5G and IoT and presents several fundamental key technologies which enable MEC to be applied in 5G and IoT, such as cloud computing, software-defined networkingetwork function virtualization, information-centric networks, virtual machine (VM) and containers, smart devices, network slicing, and computation offloading. In addition, this article provides an overview of the role of MEC in 5G and IoT, bringing light into the different MEC-enabled 5G and IoT applications as well as the promising future directions of integrating MEC with 5G and IoT. Moreover, this article further elaborates research challenges and open issues of MEC for 5G and IoT. Last but not least, we propose a use case that utilizes MEC to achieve edge intelligence in IoT scenarios.
机译:为了满足移动数据流量的越来越多的需求,符合智能城市,医疗保健和增强/虚拟现实(AR / VR),第五代(5G )在网络中提出并利用启用技术。作为5G的新出现关键技术和IOT的关键推动器,集成电信和IT服务的多态升温计算(MEC),在无线电接入网络(RAN)边缘提供云计算能力。通过在边缘提供计算和存储资源,MEC可以减少最终用户的延迟。因此,本文全面调查MEC 5G和物联网。它分析了MEC在5G和IOT的上下文中的主要特征,并提出了几个基本关键技术,使MEC能够应用于5G和IOT,例如云计算,软件定义的网络/网络功能虚拟化,信息中心网络,虚拟机(VM)和容器,智能设备,网络切片和计算卸载。此外,本文还概述了MEC在5G和IOT中的作用,将光线带入了不同的MEC的5G和IOT应用程序以及将MEC与5G和IOT集成的未来方向。此外,本文进一步详细阐述了5G和物联网的研究挑战和开放问题。最后但并非最不重要的是,我们提出了一个使用MEC来实现IOT场景中的边缘智能的用例。

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