Context-Awareness Enhances 5G Multi-Access Edge Computing Reliability

被引:29
作者
Han, Bin [1 ]
Wong, Stan [2 ]
Mannweiler, Christian [3 ]
Crippa, Marcos Rates [1 ]
Schotten, Hans D. [1 ,4 ]
机构
[1] Tech Univ Kaiserslautern, Inst Wireless Commun, D-67655 Kaiserslautern, Germany
[2] UbiXpace, London E3 4PU, England
[3] Nokia Bell Labs, D-81541 Munich, Germany
[4] DFKI GmbH, Res Grp Intelligent Networks, German Res Ctr Artificial Intelligence, D-67663 Kaiserslautern, Germany
关键词
5G; network architecture; context awareness; multi-access edge computing; MEC; network reliability; MOBILE; NETWORKS; SECURITY; INTERNET;
D O I
10.1109/ACCESS.2019.2898316
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The fifth-generation mobile telecommunication network is expected to support multi-access edge computing (MEC), which intends to distribute computation tasks and services from the central cloud to the edge clouds. Toward ultra-responsive, ultra-reliable, and ultra-low-latency MEC services, the current mobile network security architecture should enable a more decentralized approach for authentication and authorization processes. This paper proposes a novel decentralized authentication architecture that supports flexible and low-cost local authentication with the awareness of context information of network elements such as user equipment and virtual network functions. Based on a Markov model for backhaul link quality as well as a random walk mobility model with mixed mobility classes and traffic scenarios, numerical simulations have demonstrated that the proposed approach is able to achieve a flexible balance between the network operating cost and the MEC reliability.
引用
收藏
页码:21290 / 21299
页数:10
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