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author:

Wu Hongxin (Wu Hongxin.) [1] | Lin Zhijian (Lin Zhijian.) [2] (Scholars:林志坚) | Chen Pingping (Chen Pingping.) [3] (Scholars:陈平平) | Chen Feng (Chen Feng.) [4] (Scholars:陈锋)

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Abstract:

The sudden surge of various applications poses great challenges to the computation capability of mobile devices.To address this issue,computation offloading to multi-access edge computing(MEC)was proposed as a promising paradigm.This paper studies partial computation offloading scenario by considering time delay and energy consumption,where the task can be splitted into several blocks and computed both in local devices and MEC,respectively.Since the formulated problem is a nonconvex problem,this paper proposes an ant colony-based algorithm to achieve the suboptimal solution.Specifically,the proposed method first establish a multi-user one-MEC scenario,in which user devices are able to offload some part of the task to MEC server.Then,it develops an ant colony-based algorithm to decide the offloading parts and allocation strategy of MEC resources to minimize system cost.Finally,simulation results show the effectiveness of the proposed algorithm in terms of system cost and demonstrate that it outperforms other existing methods.

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Community:

  • [ 1 ] [Chen Feng]福州大学
  • [ 2 ] [Wu Hongxin]福州大学
  • [ 3 ] [Lin Zhijian]福州大学
  • [ 4 ] [Chen Pingping]福州大学

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Source :

中国邮电高校学报(英文版)

ISSN: 1005-8885

CN: 11-3486/TN

Year: 2023

Issue: 1

Volume: 30

Page: 80-86

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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