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作者:

Li, Zishu (Li, Zishu.) | Xie, Renchao (Xie, Renchao.) | Jia, Qingmin (Jia, Qingmin.) | Huang, Tao (Huang, Tao.)

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EI Scopus

摘要:

With the HTTP adaptive video streaming (HAS) transmission over mobile networks being widely concerned and the new promising technique of mobile edge computing (MEC) emerging, the problem of HAS transmission in MEC-based 5G networks has been widely studied. However, most of them focus on the issues of network resource utilization and the quality of experience (QoE) promotion, while the problem of energy efficiency is largely ignored. In this paper, different from previous works, by taking the caching and transcoding into consideration, we propose a joint caching and transcoding schedule strategy for HAS delivery in MEC-enhanced 5G network to realize the energy efficiency. We formulate the problem of energy efficient joint caching and transcoding as an integer linear programming problem to minimize the system energy consumption. Then to make the NP-hard problem tractable, we introduce a heuristic scheme based on simulated annealing algorithm to iteratively provide the global optimum solution. Finally, simulation results are illustrated to show that our proposed strategy presents an excellent performance and provides practical significance to choose proper ways of responding users' content requests according to different hit modes. © 2018 IEEE.

关键词:

5G mobile communication systems Edge computing Energy efficiency Energy utilization Green computing HTTP Integer programming Iterative methods NP-hard Quality of service Queueing networks Simulated annealing

作者机构:

  • [ 1 ] [Li, Zishu]State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing; 100876, China
  • [ 2 ] [Xie, Renchao]State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing; 100876, China
  • [ 3 ] [Xie, Renchao]Beijing Advanced Innovation Center for Future Internet Technology, Beijing University of Technology, Beijing; 100124, China
  • [ 4 ] [Jia, Qingmin]State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing; 100876, China
  • [ 5 ] [Huang, Tao]State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing; 100876, China
  • [ 6 ] [Huang, Tao]Beijing Advanced Innovation Center for Future Internet Technology, Beijing University of Technology, Beijing; 100124, China

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年份: 2018

页码: 1-6

语种: 英文

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WoS核心集被引频次: 0

SCOPUS被引频次: 11

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