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A Task Offloading Method with Edge for 5G-Envisioned Cyber-Physical-Social Systems
Joint Authors
Zhang, Xing
Jiang, Jielin
Li, Shengjun
Source
Security and Communication Networks
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-08-07
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Information Technology and Computer Science
Abstract EN
Recently, Cyber-Physical-Social Systems (CPSS) have been introduced as a new information physics system, which enables personnel organizations to control physical entities in a reliable, real-time, secure, and collaborative manner through cyberspace.
Moreover, with the maturity of edge computing technology, the data generated by physical entities in CPSS are usually sent to edge computing nodes for effective processing.
Nevertheless, it remains a challenge to ensure that edge nodes maintain load balance while minimizing the completion time in the event of the edge node outage.
Given these problems, a Unique Task Offloading Method (UTOM) for CPSS is designed in this paper.
Technically, the system model is constructed firstly and then a multi-objective problem is defined.
Afterward, Improving the Strength Pareto Evolutionary Algorithm (SPEA2) is utilized to generate the feasible solutions of the above problem, whose aims are optimizing the propagation time and achieving load balance.
Furthermore, the normalization method has been leveraged to produce standard data and select the global optimal solution.
Finally, several necessary experiments of UTOM are introduced in detail.
American Psychological Association (APA)
Jiang, Jielin& Zhang, Xing& Li, Shengjun. 2020. A Task Offloading Method with Edge for 5G-Envisioned Cyber-Physical-Social Systems. Security and Communication Networks،Vol. 2020, no. 2020, pp.1-9.
https://search.emarefa.net/detail/BIM-1208790
Modern Language Association (MLA)
Jiang, Jielin…[et al.]. A Task Offloading Method with Edge for 5G-Envisioned Cyber-Physical-Social Systems. Security and Communication Networks No. 2020 (2020), pp.1-9.
https://search.emarefa.net/detail/BIM-1208790
American Medical Association (AMA)
Jiang, Jielin& Zhang, Xing& Li, Shengjun. A Task Offloading Method with Edge for 5G-Envisioned Cyber-Physical-Social Systems. Security and Communication Networks. 2020. Vol. 2020, no. 2020, pp.1-9.
https://search.emarefa.net/detail/BIM-1208790
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1208790