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A vehicle to vehicle relay-based task offloading scheme in Vehicular Communication Networks
Vehicular edge computing (VEC) is a potential field that distributes computational tasks between VEC servers and local vehicular terminals, hence improve vehicular services. At present, vehicles’ intelligence and capabilities are rapidly improving, which will likely support many new and exciting app...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8053018/ https://www.ncbi.nlm.nih.gov/pubmed/33954252 http://dx.doi.org/10.7717/peerj-cs.486 |
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author | Raza, Salman Ayzed Mirza, Muhammad Ahmad, Shahbaz Asif, Muhammad Rasheed, Muhammad Babar Ghadi, Yazeed |
author_facet | Raza, Salman Ayzed Mirza, Muhammad Ahmad, Shahbaz Asif, Muhammad Rasheed, Muhammad Babar Ghadi, Yazeed |
author_sort | Raza, Salman |
collection | PubMed |
description | Vehicular edge computing (VEC) is a potential field that distributes computational tasks between VEC servers and local vehicular terminals, hence improve vehicular services. At present, vehicles’ intelligence and capabilities are rapidly improving, which will likely support many new and exciting applications. The network resources are well-utilized by exploiting neighboring vehicles’ available resources while mitigating the VEC server’s heavy burden. However, due to the vehicles’ mobility, network topology, and the available computing resources change rapidly, which are difficult to predict. To tackle this problem, we investigate the task offloading schemes by utilizing vehicle to vehicle and vehicle to infrastructure communication modes and exploiting the vehicle’s under-utilized computation and communication resources, and taking the cost and time consumption into account. We present a promising relay task-offloading scheme in vehicular edge computing (RVEC). According to this scheme, the tasks are offloaded in a vehicle to vehicle relay for computation while being transmitted to VEC servers. Numerical results illustrate that the RVEC scheme substantially enhances the network’s overall offloading cost. |
format | Online Article Text |
id | pubmed-8053018 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-80530182021-05-04 A vehicle to vehicle relay-based task offloading scheme in Vehicular Communication Networks Raza, Salman Ayzed Mirza, Muhammad Ahmad, Shahbaz Asif, Muhammad Rasheed, Muhammad Babar Ghadi, Yazeed PeerJ Comput Sci Computer Networks and Communications Vehicular edge computing (VEC) is a potential field that distributes computational tasks between VEC servers and local vehicular terminals, hence improve vehicular services. At present, vehicles’ intelligence and capabilities are rapidly improving, which will likely support many new and exciting applications. The network resources are well-utilized by exploiting neighboring vehicles’ available resources while mitigating the VEC server’s heavy burden. However, due to the vehicles’ mobility, network topology, and the available computing resources change rapidly, which are difficult to predict. To tackle this problem, we investigate the task offloading schemes by utilizing vehicle to vehicle and vehicle to infrastructure communication modes and exploiting the vehicle’s under-utilized computation and communication resources, and taking the cost and time consumption into account. We present a promising relay task-offloading scheme in vehicular edge computing (RVEC). According to this scheme, the tasks are offloaded in a vehicle to vehicle relay for computation while being transmitted to VEC servers. Numerical results illustrate that the RVEC scheme substantially enhances the network’s overall offloading cost. PeerJ Inc. 2021-04-13 /pmc/articles/PMC8053018/ /pubmed/33954252 http://dx.doi.org/10.7717/peerj-cs.486 Text en © 2021 Raza et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ Computer Science) and either DOI or URL of the article must be cited. |
spellingShingle | Computer Networks and Communications Raza, Salman Ayzed Mirza, Muhammad Ahmad, Shahbaz Asif, Muhammad Rasheed, Muhammad Babar Ghadi, Yazeed A vehicle to vehicle relay-based task offloading scheme in Vehicular Communication Networks |
title | A vehicle to vehicle relay-based task offloading scheme in Vehicular Communication Networks |
title_full | A vehicle to vehicle relay-based task offloading scheme in Vehicular Communication Networks |
title_fullStr | A vehicle to vehicle relay-based task offloading scheme in Vehicular Communication Networks |
title_full_unstemmed | A vehicle to vehicle relay-based task offloading scheme in Vehicular Communication Networks |
title_short | A vehicle to vehicle relay-based task offloading scheme in Vehicular Communication Networks |
title_sort | vehicle to vehicle relay-based task offloading scheme in vehicular communication networks |
topic | Computer Networks and Communications |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8053018/ https://www.ncbi.nlm.nih.gov/pubmed/33954252 http://dx.doi.org/10.7717/peerj-cs.486 |
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