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作者:

Hao, Zhe (Hao, Zhe.) | Sun, Yanhua (Sun, Yanhua.) | Zhang, Yanhua (Zhang, Yanhua.) (学者:张延华)

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EI Scopus

摘要:

With the rapid development of mobile Internet and increasing numbers of mobile devices, mobile edge computing (MEC) which offers computational capability within radio access network has become the key technology to enhance users' experience. In this paper, we investigate the computing offloading problem considering delay and energy consumption of mobile devices jointly in wireless access network. Then, the optimization problem minimizing the delay and energy consumption of mobile devices is formulated and transformed into convex optimization. To solve the optimization, a delay and energy consumption efficient offloading algorithm (DEOA) based on alternating direction method of multipliers (ADMM) is proposed. The simulation results show that the proposed algorithm significantly reduces delay and energy consumption compared to stochastic allocation. Meanwhile, compared with joint delay and energy efficient offloading scheme (JCDE) proposed in another paper, the consumption is reduced while the average speed of solution is increased by about 65% under various system parameters. © 2019 IEEE.

关键词:

Convex optimization Edge computing Energy efficiency Energy utilization Green computing Radio access networks Stochastic systems User experience Wireless networks

作者机构:

  • [ 1 ] [Hao, Zhe]Beijing University of Technology, Faculty of Information Technology, Beijing, China
  • [ 2 ] [Sun, Yanhua]Beijing University of Technology, Faculty of Information Technology, Beijing, China
  • [ 3 ] [Zhang, Yanhua]Beijing University of Technology, Faculty of Information Technology, Beijing, China

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年份: 2019

页码: 251-257

语种: 英文

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WoS核心集被引频次: 0

SCOPUS被引频次: 1

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