Muhamad, Wan Norsyafizan W. and Aris, Syamimi Syahirah Mohd and Dimyati, Kaharudin and Javed, Muhammad Awais and Idris, Azlina and Ali, Darmawaty Mohd and Abdullah, Ezmin (2024) Energy-efficient task offloading in fog computing for 5G cellular network. Enegineering Science and Technology-An Iinternational Journal-JESTECH, 50. p. 101628. ISSN 2215-0986, DOI https://doi.org/10.1016/j.jestch.2024.101628.
Full text not available from this repository.Abstract
The proliferation of IoT devices has introduced challenges, including high delay, increased energy consumption, and heavy load. This paper proposes a new energy-aware task offloading approach to improve energy efficiency and minimize latency in fog computing using the Gale Shapley Stable Marriage Matching technique. The proposed Gale Shapley Stable Marriage matching game focuses on one-to-one matching between four mobile devices and four fog nodes. By integrating energy availability and proximity into a single preference function, the algorithm can identify an ideal partner for task offloading that minimizes energy consumption and latency. The simulation results demonstrate that the proposed technique reduces energy usage and latency by 31.36% and 30%, respectively.
| Item Type: | Article |
|---|---|
| Funders: | Universiti Teknologi MARA |
| Uncontrolled Keywords: | Fog computing; 5G networks; Energy efficiency; Task offloading; Stable matching; Gale Shapley |
| Subjects: | T Technology > TK Electrical engineering. Electronics Nuclear engineering |
| Divisions: | Faculty of Engineering > Department of Electrical Engineering |
| Depositing User: | Ms. Juhaida Abd Rahim |
| Date Deposited: | 11 Nov 2024 04:35 |
| Last Modified: | 11 Nov 2024 04:35 |
| URI: | http://eprints.um.edu.my/id/eprint/45733 |
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