Designing a smart transportation system: An internet of things and big data approach

B Jan, H Farman, M Khan, M Talha… - IEEE Wireless …, 2019 - ieeexplore.ieee.org
Big data analytics are widely used in many areas such as efficient designing and planning
of smart transportation, smart control systems, smart cities, smart communities, and more. …

A big data approach for smart transportation management on bus network

Y Wang, S Ram, F Currim, E Dantas… - … international smart …, 2016 - ieeexplore.ieee.org
… This paper proposes a three-layer management system to support smart urban mobility
with an emphasis on bus transportation. In Layer-1, we apply novel Big Data techniques to …

Big data analysis and cloud computing for smart transportation system integration

MH Ali, MM Jaber, SK Abd, A Alkhayyat… - Multimedia Tools and …, 2022 - Springer
… communication system for vehicular networks is tough. An intelligent transportation system
with big dataData mining is used to anticipate traffic conditions using a machine learning …

SMART TSS: Defining transportation system behavior using big data analytics in smart cities

M Gohar, M Muzammal, AU Rahman - Sustainable cities and society, 2018 - Elsevier
… Since the main contribution of the work is the processing of large data to achieve smart
transportation, thus, the system is evaluated on efficiency regarding throughput (in megabytes/…

Real-time data processing scheme using big data analytics in internet of things based smart transportation environment

M Babar, F Arif - Journal of Ambient Intelligence and Humanized …, 2019 - Springer
system. In this research article, we propose architecture for smart transportation system using
Big Data … the environment of IoT based smart transportation. The proposed architecture is a …

A framework for smart transportation using Big Data

S Shukla, K Balachandran… - … Conference on ICT in …, 2016 - ieeexplore.ieee.org
data analytics to give better prediction. In this paper, we present how big data analytics can
be used to build a smart transportation system. Increasing traffic and frequent jams in today’s …

Big data analytics in intelligent transportation systems: A survey

L Zhu, FR Yu, Y Wang, B Ning… - … Intelligent Transportation …, 2018 - ieeexplore.ieee.org
… Studying big data analytics in ITS is a flourishing … big data and intelligent transportation
systems. The framework of conducting big data analytics in ITS is discussed next, where the data

Study on computational intelligence approaches and big data analytics in smart transportation system

NB Muppalaneni, M Ma, S Gurumoorthy… - Soft Computing and …, 2019 - Springer
… traffic-related data. Since there is a massive data in smart transport system, big data with
MapReduce model in Hadoop system can be introduced to handle and maintain the required …

Big data analytics in smart cities' transportation infrastructure modernization

D Ushakov, E Dudukalov, E Mironenko… - Transportation Research …, 2022 - Elsevier
… new paradigm for smart cities based on big data to enhance transportation infrastructure.
It … of smart cities computing and storage infrastructures by using a big-data taxonomy. …

Smart transportation: A reference architecture for big data analytics

C Castellanos, B Perez, D Correal - Smart Cities: A Data Analytics …, 2021 - Springer
… of new technologies and multiple big data sources implies a large number of possible …
over large volumes of data. This chapter presents a RA to address the challenges of big data