Distributed Task Offloading Game in Multiserver Mobile Edge Computing Networks
Joint Authors
Chen, Shuang
Chen, Ying
Chen, Xin
Hu, Yuemei
Source
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-05-04
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Abstract EN
With the explosion of data traffic, mobile edge computing (MEC) has emerged to solve the problem of high time delay and energy consumption.
In order to cope with a large number of computing tasks, the deployment of edge servers is increasingly intensive.
Thus, server service areas overlap.
We focus on mobile users in overlapping service areas and study the problem of computation offloading for these users.
In this paper, we consider a multiuser offloading scenario with intensive deployment of edge servers.
In addition, we divide the offloading process into two stages, namely, data transmission and computation execution, in which channel interference and resource preemption are considered, respectively.
We apply the noncooperative game method to model and prove the existence of Nash equilibrium (NE).
The real-time update computation offloading algorithm (RUCO) is proposed to obtain equilibrium offloading strategies.
Due to the high complexity of the RUCO algorithm, the multiuser probabilistic offloading decision (MPOD) algorithm is proposed to improve this problem.
We evaluate the performance of the MPOD algorithm through experiments.
The experimental results show that the MPOD algorithm can converge after a limited number of iterations and can obtain the offloading strategy with lower cost.
American Psychological Association (APA)
Chen, Shuang& Chen, Ying& Chen, Xin& Hu, Yuemei. 2020. Distributed Task Offloading Game in Multiserver Mobile Edge Computing Networks. Complexity،Vol. 2020, no. 2020, pp.1-14.
https://search.emarefa.net/detail/BIM-1143501
Modern Language Association (MLA)
Chen, Shuang…[et al.]. Distributed Task Offloading Game in Multiserver Mobile Edge Computing Networks. Complexity No. 2020 (2020), pp.1-14.
https://search.emarefa.net/detail/BIM-1143501
American Medical Association (AMA)
Chen, Shuang& Chen, Ying& Chen, Xin& Hu, Yuemei. Distributed Task Offloading Game in Multiserver Mobile Edge Computing Networks. Complexity. 2020. Vol. 2020, no. 2020, pp.1-14.
https://search.emarefa.net/detail/BIM-1143501
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1143501