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Hierarchical resource distribution network based on mobile edge computing

  • Dewang Ren
  • , Xiaolin Gui
  • , Huijun Dai
  • , Jian An
  • , Xin Liang
  • , Wei Lu
  • , Meihong Chen
  • Xi'an Jiaotong University
  • Huawei Technologies Co., Ltd.

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

6 引用 (Scopus)

摘要

Mobile edge computing (MEC) is an emerging paradigm to support the proliferation of smart phones and recent outstanding mobile data traffic growth. The network edge devices with computation, communication and storage capabilities can be applied to cache popular resource in close proximity to end uses and directly distribute resource to them, which is a promising solution to provide enhanced service. Firstly, in order to respond to the users' access requests at the edge of network, the distributed resource distribution network (DRDN) is constructed to realize the quick query, positioning and distribution of resource. It mainly consists of network elements: NEF (Network Exposure Function) node for global management and MEC nodes for distribution service. Secondly, on the basis of DRDN, two kinds of MEC's service models of distributing resource are defined and classified, the total energy consumption and average service delay for distributing resource to end users are analyzed. Finally, for the heavy access load and high latency of root caching MEC node, a hierarchical caching scheme (HCS) is designed and a caching node selection algorithm based on fuzzy C-means clustering is proposed according to the location characteristics of end users. The simulation results show that the HCS can save a lot of energy and reduce the average service delay. Additionally, for the different total arrival rate of users' access requests, the change of average service delay is stable with good adaptability in the HCS.

源语言英语
主期刊名Proceedings - 2017 IEEE 23rd International Conference on Parallel and Distributed Systems, ICPADS 2017
出版商IEEE Computer Society
页57-64
页数8
ISBN(电子版)9781538621295
DOI
出版状态已出版 - 2 7月 2017
活动23rd IEEE International Conference on Parallel and Distributed Systems, ICPADS 2017 - Shenzhen, 中国
期限: 15 12月 2017 → 17 12月 2017

出版系列

姓名Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS
卷2017-December
ISSN(印刷版)1521-9097

会议

会议23rd IEEE International Conference on Parallel and Distributed Systems, ICPADS 2017
国家/地区中国
市Shenzhen
时期15/12/17 → 17/12/17

联合国可持续发展目标

此成果有助于实现下列可持续发展目标:

  1. 可持续发展目标 7 - 经济适用的清洁能源
    可持续发展目标 7 经济适用的清洁能源

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