Fog based intelligent transportation big data analytics in the internet of vehicles environment: motivations, architecture, challenges, and critical issues

TSJ Darwish, KA Bakar - IEEE Access, 2018 - ieeexplore.ieee.org
The intelligent transportation system (ITS) concept was introduced to increase road safety,
manage traffic efficiently, and preserve our green environment. Nowadays, ITS applications …

Cooperative fog computing for dealing with big data in the internet of vehicles: Architecture and hierarchical resource management

W Zhang, Z Zhang, HC Chao - IEEE Communications …, 2017 - ieeexplore.ieee.org
As vehicle applications, mobile devices and the Internet of Things are growing fast, and
developing an efficient architecture to deal with the big data in the Internet of Vehicles (IoV) …

On developing smart transportation applications in fog computing paradigm

NK Giang, VCM Leung, R Lea - Proceedings of the 6th ACM symposium …, 2016 - dl.acm.org
Smart Transportation applications by nature are examples of Vehicular Ad-hoc Network
(VANETs) applications where mobile vehicles, roadside units and transportation …

vFog: A vehicle-assisted computing framework for delay-sensitive applications in smart cities

SS Shah, M Ali, AW Malik, MA Khan, SD Ravana - IEEE Access, 2019 - ieeexplore.ieee.org
The inception of the smart cities concept provides a compelling platform to support
innovative applications. It provides distinctive view of cities, where mobile devices …

Fog computing for sustainable smart cities: A survey

C Perera, Y Qin, JC Estrella, S Reiff-Marganiec… - ACM Computing …, 2017 - dl.acm.org
The Internet of Things (IoT) aims to connect billions of smart objects to the Internet, which
can bring a promising future to smart cities. These objects are expected to generate large …

Fog computing for next-generation internet of things: fundamental, state-of-the-art and research challenges

A Hazra, P Rana, M Adhikari, T Amgoth - Computer Science Review, 2023 - Elsevier
In recent times, the Internet of Things (IoT) applications, including smart transportation, smart
healthcare, smart grid, smart city, etc. generate a large volume of real-time data for decision …

Internet of things-based fog and cloud computing technology for smart traffic monitoring

S Dhingra, RB Madda, R Patan, P Jiao, K Barri… - Internet of Things, 2021 - Elsevier
Abstract Internet of Things (IoT) is changing the world by connecting billions of physical and
virtual objects with distinctive identities to the Internet. This fusion results in generating huge …

[HTML][HTML] Fog computing: An overview of big IoT data analytics

MR Anawar, S Wang, M Azam Zia… - … and Mobile Computing, 2018 - hindawi.com
A huge amount of data, generated by Internet of Things (IoT), is growing up exponentially
based on nonstop operational states. Those IoT devices are generating an avalanche of …

[HTML][HTML] Fog computing for smart cities' big data management and analytics: A review

E Badidi, Z Mahrez, E Sabir - Future Internet, 2020 - mdpi.com
Demographic growth in urban areas means that modern cities face challenges in ensuring a
steady supply of water and electricity, smart transport, livable space, better health services …

[HTML][HTML] Fog big data analysis for IoT sensor application using fusion deep learning

AS Rajawat, P Bedi, SB Goyal, AR Alharbi… - Mathematical …, 2021 - hindawi.com
The IoT sensor applications have grown in extreme numbers, generating a large amount of
data, and it requires very effective data analysis procedures. However, the different IoT …