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Asynchronous Protocol Designs for Energy Efficient Mobile Edge Computing Systems

Authors
Eom, SubinLee, HoonPark, JunheeLee, Inkyu
Issue Date
Jan-2021
Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Keywords
Task analysis; Servers; Protocols; Uplink; Downlink; Energy consumption; Time-frequency analysis; Mobile edge computing; task offloading; energy efficient; resource allocation; convex optimization
Citation
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, v.70, no.1, pp.1013 - 1018
Indexed
SCIE
SCOPUS
Journal Title
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
Volume
70
Number
1
Start Page
1013
End Page
1018
URI
https://scholar.korea.ac.kr/handle/2021.sw.korea/50297
DOI
10.1109/TVT.2020.3044073
ISSN
0018-9545
Abstract
This paper investigates an asynchronous offloading protocol for mobile edge computing (MEC) systems where the computational tasks of mobile users are partially offloaded to a MEC server at a base station (BS). In the proposed asynchronous approach, upload, computation, and download of the tasks are performed in an asymmetric and non-orthogonal manner. A joint optimization problem of the transmit power, the offloading size, and the time-frequency resources is addressed to minimize the energy consumption of the overall system. By applying convex optimization techniques, the optimal solution for the asynchronous MEC offloading problem can be obtained. Numerical results demonstrate the effectiveness of the proposed asynchronous protocol over the conventional synchronous approach.
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