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Erschienen in: Cluster Computing 2/2021

27.07.2020

Increasing the quality of services and resource utilization in vehicular cloud computing using best host selection methods

verfasst von: Reza Sookhtsaraei, Marzieh Iraji, Javad Artin, Mohammad Saber Iraji

Erschienen in: Cluster Computing | Ausgabe 2/2021

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Abstract

One of the technology for increasing the safety and welfare of humans in roads is Vehicular Cloud Computing (VCC). This technology can utilize cloud computing advantages in the Vehicular Ad Hoc Network (VANET). VCC by utilizing modern equipment along with current vehicles, can play a significant role in the area of smart transportation systems. Given the potential of this technology, effective methods for managing existing resources and providing the expected service quality that is essential for such an environment are not yet available as it should. One of the most important barriers to providing such solutions seems to be resource constraints and very high dynamics in vehicles in VCC. In this article, based on virtualization and taking into account the environment with these features, we propose simple ways to manage resources better and improve the quality of service. We were able to achieve better results in simulation than previous methods by providing a flexible data structure to control the important data in the environment effectively. To illustrate the impact of the proposed methods, we compared them with some of the most important methods in this context, and we used SUMO 1.2.0 and MATLAB R2019a software to simulate them. Simulation results indicate that the proposed methods provide better results than previous methods in terms of resource efficiency, Quality of Service (QoS), and load balancing.

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Metadaten
Titel
Increasing the quality of services and resource utilization in vehicular cloud computing using best host selection methods
verfasst von
Reza Sookhtsaraei
Marzieh Iraji
Javad Artin
Mohammad Saber Iraji
Publikationsdatum
27.07.2020
Verlag
Springer US
Erschienen in
Cluster Computing / Ausgabe 2/2021
Print ISSN: 1386-7857
Elektronische ISSN: 1573-7543
DOI
https://doi.org/10.1007/s10586-020-03159-2

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