Immune Scheduling Network Based Method for Task Scheduling in Decentralized Fog Computing
Joint Authors
Wang, Yabin
Guo, Chenghao
Yu, Jin
Source
Wireless Communications and Mobile Computing
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-09-02
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Information Technology and Computer Science
Abstract EN
Fog computing has changed the distributed computing rapidly by including the smart devices widely distributed at the network edges.
It is able to provide less latency and is more capable of decreasing traffic jam in the network.
However, it will bring more difficulties for resource managing and task scheduling especially in a decentralized ad hoc network.
In this paper, we propose a method that takes advantages of the immune mechanism to schedule tasks in a decentralized way for fog computing.
By using forward propagation and backward propagation in the ad hoc network, the power of distributed schedulers is used to generate the optimized scheduler strategies to deal with computing nodes overloaded and achieve the optimal task finishing time reducing.
The experiment results show that our approach can beat similar methods.
American Psychological Association (APA)
Wang, Yabin& Guo, Chenghao& Yu, Jin. 2018. Immune Scheduling Network Based Method for Task Scheduling in Decentralized Fog Computing. Wireless Communications and Mobile Computing،Vol. 2018, no. 2018, pp.1-8.
https://search.emarefa.net/detail/BIM-1215922
Modern Language Association (MLA)
Wang, Yabin…[et al.]. Immune Scheduling Network Based Method for Task Scheduling in Decentralized Fog Computing. Wireless Communications and Mobile Computing No. 2018 (2018), pp.1-8.
https://search.emarefa.net/detail/BIM-1215922
American Medical Association (AMA)
Wang, Yabin& Guo, Chenghao& Yu, Jin. Immune Scheduling Network Based Method for Task Scheduling in Decentralized Fog Computing. Wireless Communications and Mobile Computing. 2018. Vol. 2018, no. 2018, pp.1-8.
https://search.emarefa.net/detail/BIM-1215922
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1215922