Improvement of energy consumption in fog computing via task offloading

The role of fog computing is to lessen the burden of Cloud and device computing. The purpose of this project is to solve the energy consumption and latency issues in the IoT 6G device as well as propose an approach to match the fog nodes with the IoT devices in task-offloading. This project implemen...

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Main Authors: Muhamad, Wan Norsyafizan W., Ribep, Audrey Celine, Dimyati, Kaharudin, Yusof, Azita Laily, Abdullah, Ezmin
Format: Article
Published: Semarak Ilmu Publishing 2024
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Online Access:http://eprints.um.edu.my/44741/
https://doi.org/10.37934/araset.36.2.199212
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spelling my.um.eprints.447412024-07-11T01:28:24Z http://eprints.um.edu.my/44741/ Improvement of energy consumption in fog computing via task offloading Muhamad, Wan Norsyafizan W. Ribep, Audrey Celine Dimyati, Kaharudin Yusof, Azita Laily Abdullah, Ezmin QA75 Electronic computers. Computer science The role of fog computing is to lessen the burden of Cloud and device computing. The purpose of this project is to solve the energy consumption and latency issues in the IoT 6G device as well as propose an approach to match the fog nodes with the IoT devices in task-offloading. This project implemented the Gale Shapley Stable Marriage Matching Game with a task-offloading energy efficiency technique. One-to-one matching is applied, in four fog nodes and four IoT devices according to the size of the task in IoT devices and energy in fog nodes. Simulation results prove that the proposed approach improves energy consumption and latency by 36.15 and 37.5 respectively. © 2024, Semarak Ilmu Publishing. All rights reserved. Semarak Ilmu Publishing 2024-06 Article PeerReviewed Muhamad, Wan Norsyafizan W. and Ribep, Audrey Celine and Dimyati, Kaharudin and Yusof, Azita Laily and Abdullah, Ezmin (2024) Improvement of energy consumption in fog computing via task offloading. Journal of Advanced Research in Applied Sciences and Engineering Technology, 36 (2). 199 -212. ISSN 2462-1943, DOI https://doi.org/10.37934/araset.36.2.199212 <https://doi.org/10.37934/araset.36.2.199212>. https://doi.org/10.37934/araset.36.2.199212 10.37934/araset.36.2.199212
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic QA75 Electronic computers. Computer science
spellingShingle QA75 Electronic computers. Computer science
Muhamad, Wan Norsyafizan W.
Ribep, Audrey Celine
Dimyati, Kaharudin
Yusof, Azita Laily
Abdullah, Ezmin
Improvement of energy consumption in fog computing via task offloading
description The role of fog computing is to lessen the burden of Cloud and device computing. The purpose of this project is to solve the energy consumption and latency issues in the IoT 6G device as well as propose an approach to match the fog nodes with the IoT devices in task-offloading. This project implemented the Gale Shapley Stable Marriage Matching Game with a task-offloading energy efficiency technique. One-to-one matching is applied, in four fog nodes and four IoT devices according to the size of the task in IoT devices and energy in fog nodes. Simulation results prove that the proposed approach improves energy consumption and latency by 36.15 and 37.5 respectively. © 2024, Semarak Ilmu Publishing. All rights reserved.
format Article
author Muhamad, Wan Norsyafizan W.
Ribep, Audrey Celine
Dimyati, Kaharudin
Yusof, Azita Laily
Abdullah, Ezmin
author_facet Muhamad, Wan Norsyafizan W.
Ribep, Audrey Celine
Dimyati, Kaharudin
Yusof, Azita Laily
Abdullah, Ezmin
author_sort Muhamad, Wan Norsyafizan W.
title Improvement of energy consumption in fog computing via task offloading
title_short Improvement of energy consumption in fog computing via task offloading
title_full Improvement of energy consumption in fog computing via task offloading
title_fullStr Improvement of energy consumption in fog computing via task offloading
title_full_unstemmed Improvement of energy consumption in fog computing via task offloading
title_sort improvement of energy consumption in fog computing via task offloading
publisher Semarak Ilmu Publishing
publishDate 2024
url http://eprints.um.edu.my/44741/
https://doi.org/10.37934/araset.36.2.199212
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score 13.18916