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Hybrid Task Coordination Using Multi-Hop Communication in Volunteer Computing-Based VANETs

Computation offloading is a process that provides computing services to vehicles with computation sensitive jobs. Volunteer Computing-Based Vehicular Ad-hoc Networking (VCBV) is envisioned as a promising solution to perform task executions in vehicular networks using an emerging concept known as veh...

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Detalles Bibliográficos
Autores principales: Waheed, Abdul, Shah, Munam Ali, Khan, Abid, Maple, Carsten, Ullah, Ikram
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8070497/
https://www.ncbi.nlm.nih.gov/pubmed/33921519
http://dx.doi.org/10.3390/s21082718
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author Waheed, Abdul
Shah, Munam Ali
Khan, Abid
Maple, Carsten
Ullah, Ikram
author_facet Waheed, Abdul
Shah, Munam Ali
Khan, Abid
Maple, Carsten
Ullah, Ikram
author_sort Waheed, Abdul
collection PubMed
description Computation offloading is a process that provides computing services to vehicles with computation sensitive jobs. Volunteer Computing-Based Vehicular Ad-hoc Networking (VCBV) is envisioned as a promising solution to perform task executions in vehicular networks using an emerging concept known as vehicle-as-a-resource (VaaR). In VCBV systems, offloading is the primary technique used for the execution of delay-sensitive applications which rely on surplus resource utilization. To leverage the surplus resources arising in periods of traffic congestion, we propose a hybrid VCBV task coordination model which performs the resource utilization for task execution in a multi-hop fashion. We propose an algorithm for the determination of boundary relay vehicles to minimize the requirement of placement for multiple road-side units (RSUs). We propose algorithms for primary and secondary task coordination using hybrid VCBV. Extensive simulations show that the hybrid technique for task coordination can increase the system utility, while the latency constraints are addressed.
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spelling pubmed-80704972021-04-26 Hybrid Task Coordination Using Multi-Hop Communication in Volunteer Computing-Based VANETs Waheed, Abdul Shah, Munam Ali Khan, Abid Maple, Carsten Ullah, Ikram Sensors (Basel) Article Computation offloading is a process that provides computing services to vehicles with computation sensitive jobs. Volunteer Computing-Based Vehicular Ad-hoc Networking (VCBV) is envisioned as a promising solution to perform task executions in vehicular networks using an emerging concept known as vehicle-as-a-resource (VaaR). In VCBV systems, offloading is the primary technique used for the execution of delay-sensitive applications which rely on surplus resource utilization. To leverage the surplus resources arising in periods of traffic congestion, we propose a hybrid VCBV task coordination model which performs the resource utilization for task execution in a multi-hop fashion. We propose an algorithm for the determination of boundary relay vehicles to minimize the requirement of placement for multiple road-side units (RSUs). We propose algorithms for primary and secondary task coordination using hybrid VCBV. Extensive simulations show that the hybrid technique for task coordination can increase the system utility, while the latency constraints are addressed. MDPI 2021-04-12 /pmc/articles/PMC8070497/ /pubmed/33921519 http://dx.doi.org/10.3390/s21082718 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Waheed, Abdul
Shah, Munam Ali
Khan, Abid
Maple, Carsten
Ullah, Ikram
Hybrid Task Coordination Using Multi-Hop Communication in Volunteer Computing-Based VANETs
title Hybrid Task Coordination Using Multi-Hop Communication in Volunteer Computing-Based VANETs
title_full Hybrid Task Coordination Using Multi-Hop Communication in Volunteer Computing-Based VANETs
title_fullStr Hybrid Task Coordination Using Multi-Hop Communication in Volunteer Computing-Based VANETs
title_full_unstemmed Hybrid Task Coordination Using Multi-Hop Communication in Volunteer Computing-Based VANETs
title_short Hybrid Task Coordination Using Multi-Hop Communication in Volunteer Computing-Based VANETs
title_sort hybrid task coordination using multi-hop communication in volunteer computing-based vanets
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8070497/
https://www.ncbi.nlm.nih.gov/pubmed/33921519
http://dx.doi.org/10.3390/s21082718
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