Smart City Gnosys

Smart city article details

Title	An Intelligent Traffic Monitoring Approach Based On Hadoop Ecosystem
ID_Doc	8563
Authors	Hamdaoui I.; Fissaoui M.E.; Makkaoui K.E.; Allali Z.E.
Year	2022
Published	Proceedings of the 5th International Conference on Networking, Information Systems and Security: Envisage Intelligent Systems in 5G/6G-Based Interconnected Digital Worlds, NISS 2022
DOI	http://dx.doi.org/10.1109/NISS55057.2022.10085663
Abstract	Nowadays, smart cities (SCs) use technologies and different types of data collected to improve the lifestyles of their citizens. Indeed, connected smart vehicles are technologies used for an SC's intelligent traffic monitoring systems (ITMSs). However, most proposed monitoring approaches do not consider realtime monitoring. This paper presents real-time data processing for an intelligent traffic monitoring dashboard using the Hadoop ecosystem dashboard components. Many data are available due to our proposed monitoring approach, such as the total number of vehicles on different routes and data on trucks within a radius (10KM) of a specific point given. Based on our generated data, we can make real-time decisions to improve circulation and optimize traffic flow. © 2022 IEEE.
Author Keywords	Big Data; Connected Smart Vehicles; Hadoop ecosystem; Intelligent Traffic Monitoring; Real-time Data Processing; Smart Cities

Similar Articles

Id	Similarity	Authors	Title	Published
45708	0.89	Tong L.	Research On The Application Of Key Technologies In The Construction Of Smart Cities Based On Smart Transportation	2020 IEEE Conference on Telecommunications, Optics and Computer Science, TOCS 2020 (2020)
51236	0.867	Corralejo Mora J.M.; Lozano Dominguez J.M.; Redondo Gonzalez M.J.; Mateo Sanguino T.J.	Smart Monitoring Of Traffic Status Through An Online Tool Supported By Business Intelligence	Iberian Conference on Information Systems and Technologies, CISTI, 2023-June (2023)
60106	0.864	Rathore, MM; Ahmad, A; Paul, A; Rho, S	Urban Planning And Building Smart Cities Based On The Internet Of Things Using Big Data Analytics	COMPUTER NETWORKS, 101 (2016)
60182	0.864	Liu M.	Urban Smart Transportation Based On Big Data	Journal of Physics: Conference Series, 1972, 1 (2021)
49809	0.858	Balisi A.N.; Jula H.; Chassiakos A.	Smart Cities: A Focus On Intelligent Transportation Systems	2021 IEEE Green Energy and Smart Systems Conference, IGESSC 2021 (2021)
35056	0.858	Mahmud S.; Day C.M.	Leveraging Data-Driven Traffic Management In Smart Cities: Datasets For Highway Traffic Monitoring	The Rise of Smart Cities: Advanced Structural Sensing and Monitoring Systems (2022)
51591	0.858	Rani K.; Dhami N.; Kumar P.; Kumar Y.	Smart Traffic Management Using The Big Data And Iot	AIP Conference Proceedings, 2916, 1 (2023)
50500	0.855	Niranjan M.; Nachiketh K.S.; Kashyap N.; Balakrishna A.B.; Subbarao A.M.	Smart City Solutions For Traffic Management	Lecture Notes in Electrical Engineering, 1219 LNEE (2025)
31957	0.853	Guru Vimal Kumar M.; Jude Moses Anto Devakanth J.; Selvapandian D.; Venkatesan R.; Revathi J.; Aruna R.	Integrating Cloud-Based Data Mining Algorithms For Smart City Infrastructure Management And Decision Support Systems	Proceedings - 2024 4th International Conference on Soft Computing for Security Applications, ICSCSA 2024 (2024)
4398	0.853	Adoni W.Y.H.; Aoun N.B.; Nahhal T.; Krichen M.; Alzahrani M.Y.; Mutombo F.K.	A Scalable Big Data Framework For Real-Time Traffic Monitoring System	Journal of Computer Science, 18, 9 (2022)