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دسته بندی:
داده های بزرگ - big data
سال انتشار:
2018
عنوان انگلیسی مقاله:
IoV distributed architecture for real-time traffic data analytics
ترجمه فارسی عنوان مقاله:
معماری توزیع شده IoV را برای تحلیل داده های ترافیک در زمان واقعی
منبع:
Sciencedirect - Elsevier - Procedia Computer Science, 130 (2018) 480-487: doi:10:1016/j:procs:2018:04:055
نویسنده:
Mohamed Nahria, Azedine Boulmakoula*, Lamia Karima,b, Ahmed Lbathc
چکیده انگلیسی:
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.
Keywords: IoV, Big Data analytics, Fog computing, Real-time data analytics, Traffic control
قیمت: رایگان
توضیحات اضافی:
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