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A Survey on Mobile Edge Networks: Convergence of Computing, Caching and Communications

IEEE Access · 2017 · Vol. 5 · pp. 6757–6779
Shuo WangXing ZhangYan ZhangLin WangJuwo YangWenbo Wang

Abstract

As the explosive growth of smart devices and the advent of many new applications, traffic volume has been growing exponentially. The traditional centralized network architecture cannot accommodate such user demands due to heavy burden on the backhaul links and long latency. Therefore, new architectures, which bring network functions and contents to the network edge, are proposed, i.e., mobile edge computing and caching. Mobile edge networks provide cloud computing and caching capabilities at the edge of cellular networks. In this survey, we make an exhaustive review on the state-of-the-art research efforts on mobile edge networks. We first give an overview of mobile edge networks, including definition, architecture, and advantages. Next, a comprehensive survey of issues on computing, caching, and communication techniques at the network edge is presented. The applications and use cases of mobile edge networks are discussed. Subsequently, the key enablers of mobile edge networks, such as cloud technology, SDN/NFV, and smart devices are discussed. Finally, open research challenges and future directions are presented as well.

Caching and Content DeliveryOpportunistic and Delay-Tolerant NetworksIoT and Edge/Fog ComputingComputer scienceEdge computingCloud computingMobile edge computingComputer networkEnhanced Data Rates for GSM EvolutionEdge deviceRadio access networkCellular networkBackhaul (telecommunications)

Funding

  • National Natural Science Foundation of China
  • Beijing Nova Program
Citations
933
FWCI
108.82
field-weighted impact
References
166
Percentile
100%
vs. same field & year
Citations per year
References
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IEEE Transactions on Wireless Communications · 2013 · 862 citations
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IEEE Communications Magazine · 2012 · 1,317 citations
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