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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...

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Autores principales: Raza, Salman, Ayzed Mirza, Muhammad, Ahmad, Shahbaz, Asif, Muhammad, Rasheed, Muhammad Babar, Ghadi, Yazeed
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2021
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.
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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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