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IoV distributed architecture for real-time traffic data analytics.

Authors :
Nahri, Mohamed
Boulmakoul, Azedine
Karim, Lamia
Lbath, Ahmed
Source :
Procedia Computer Science; 2018, Vol. 130, p480-487, 8p
Publication Year :
2018

Abstract

In this paper, we present necessary premises for the deployment of the Internet of Vehicles (IoV) integrating Big Data analytics of road network traffic measurements of the city of Mohammedia, Morocco. Thus, we introduce an architecture based on three main layers such as IoV, Fog Computing and Cloud Computing Layer. We specifically put more focus on Fog Computing layer in which we develop a framework for a real-time collecting and processing events generated by intelligent vehicles as well as visualizing traffic state on each road section. Furthermore, we consider deployment and test of the proposed framework using events retrieved from a Vanets -type micro simulation. Finally, we present and discuss the first obtained results as well as the advantages and limitations of the proposed architecture. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
18770509
Volume :
130
Database :
Supplemental Index
Journal :
Procedia Computer Science
Publication Type :
Academic Journal
Accession number :
129273783
Full Text :
https://doi.org/10.1016/j.procs.2018.04.055