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Author:

Dong, Li (Dong, Li.) | Yao, Haipeng (Yao, Haipeng.) | Fang, Chao (Fang, Chao.) | Dong, Tao (Dong, Tao.) | Xu, Sheng (Xu, Sheng.) | Liu, Yunjie (Liu, Yunjie.)

Indexed by:

EI Scopus

Abstract:

Although mobile cloud computing can provide flexible services to computation-intensive applications, its wide network span makes low latency a thorny problem. By deploying cloud resources on the edge of the network, mobile edge computing has an inherent advantage in providing quality of services due to the proximity to mobile devices. However, the capability of computing resources deployed on edge servers is usually much less than that of the remote cloud servers. Current researches mainly investigate how to accommodate computation offloading tasks with optimal caching and/or offloading strategies, which overlook the interplay between computing and caching. Therefore, this paper focuses on the effect of caching on alleviating the pressure of computing resources and attempts to reveal how caching can play a role in reducing computing resources usage. It is worth noting that by caching computation output data on the edge and mobile devices, contention for computing resources can be avoid during peak times. A joint computing and bandwidth resource allocation problem with power constraints is formulated to minimize the weighted sum of energy consumption and computing resource usage. A successive convex approximation (SCA) algorithm is adopted and simulation results proves the effectiveness of the proposed scheme in saving computing resources. © 2021 IEEE.

Keyword:

Green computing Energy utilization computation offloading Mobile cloud computing Approximation algorithms Mobile edge computing Computing power

Author Community:

  • [ 1 ] [Dong, Li]Beijing University of Posts and Telecommunications, Beijing, China
  • [ 2 ] [Dong, Li]Purple Mountain Laboratory, Networking, Communications and Security, Nanjing, China
  • [ 3 ] [Yao, Haipeng]Beijing University of Posts and Telecommunications, Beijing, China
  • [ 4 ] [Fang, Chao]Purple Mountain Laboratory, Networking, Communications and Security, Nanjing, China
  • [ 5 ] [Fang, Chao]Beijing University of Technology, Beijing, China
  • [ 6 ] [Dong, Tao]Beijing Institute of Satellite Information Engineering, State Key Laboratory of Space-Ground Integrated Information Technology, Beijing, China
  • [ 7 ] [Xu, Sheng]Beijing University of Technology, Beijing, China
  • [ 8 ] [Liu, Yunjie]Beijing University of Posts and Telecommunications, Beijing, China

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Source :

Year: 2021

Page: 1048-1053

Language: English

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 1

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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