Smart City Gnosys

Smart city article details

Title	Big Data From Sensor Network Via Internet Of Things To Edge Deep Learning For Smart City
ID_Doc	12088
Authors	Balicki, J; Balicka, H; Dryja, P
Year	2021
Published	COMPUTER INFORMATION SYSTEMS AND INDUSTRIAL MANAGEMENT, CISIM 2021, 12883
DOI	http://dx.doi.org/10.1007/978-3-030-84340-3_29
Abstract	Data from a physical world is sampled by sensor networks, and then streams of Big Data are sent to cloud hosts to support decision making by deep learning software. In a smart city, some tasks may be assigned to smart devices of the Internet of Things for performing edge computing. Besides, a part of workload of calculations can be transferred to the cloud hosts. This paper proposes benchmarks for division tasks between an edge layer and a cloud layer for deep learning. Results of some numerical experiments are presented, too.
Author Keywords	Deep learning; Edge computing; Computing cloud; Smart city

Similar Articles

Id	Similarity	Authors	Title	Published
35057	0.894	Atitallah S.B.; Driss M.; Boulila W.; Ghezala H.B.	Leveraging Deep Learning And Iot Big Data Analytics To Support The Smart Cities Development: Review And Future Directions	Computer Science Review, 38 (2020)
21815	0.888	Murthy V.S.N.; Kumari R.; Goyal M.; Dubey P.; Meenakshi; Manikandan S.; Ramesh P.	Edge-Ai In Iot: Leveraging Cloud Computing And Big Data For Intelligent Decision-Making	Journal of Information Systems Engineering and Management, 10 (2025)
60277	0.883	Fan X.; Xiang C.; Gong L.; He X.; Chen C.; Huang X.	Urbanedge: Deep Learning Empowered Edge Computing For Urban Iot Time Series Prediction	ACM International Conference Proceeding Series (2019)
60460	0.881	Naoui, MA; Lejdel, B; Ayad, M; Amamra, A; Kazar, O	Using A Distributed Deep Learning Algorithm For Analyzing Big Data In Smart Cities	SMART AND SUSTAINABLE BUILT ENVIRONMENT, 10, 1 (2021)
8433	0.881	Udayakumar R.; Mahesh B.; Sathiyakala R.; Thandapani K.; Choubey A.; Khurramov A.; Alzubaidi L.H.; Sravanthi J.	An Integrated Deep Learning And Edge Computing Framework For Intelligent Energy Management In Iot-Based Smart Cities	International Conference for Technological Engineering and its Applications in Sustainable Development, ICTEASD 2023 (2023)
1511	0.88	Gali M.; Mahamkali A.	A Distributed Deep Meta Learning Based Task Offloading Framework For Smart City Internet Of Things With Edge-Cloud Computing	Journal of Internet Services and Information Security, 12, 4 (2022)
22927	0.879	Nizam M.K.; Goyal S.B.; Verma C.; Illés Z.	Empowering Smart Cities With Edge Computing-Based Iot Systems: A Focus On Data Analytics And Machine Learning Techniques	Lecture Notes in Electrical Engineering, 1194 (2024)
21295	0.878	Shah N.; Kapoor A.; Gupta N.; Agarwal V.; Jindal M.	Dynamic Involvement Of Deep Learning And Big Data In Smart Cities	Pragmatic Internet of Everything (IOE) for Smart Cities: 360-Degree Perspective (2023)
1144	0.878	Chaudhary N.K.; Rath A.; Babbar G.; Verma A.; Sinha S.D.; Mohapatra H.	A Critical Analysis On Edge Computing In Smart City Applications	Risk-Based Approach to Secure Cloud Migration (2025)
58351	0.878	Bellavista P.; Ota K.; Lv Z.; Mehmood I.; Rho S.	Towards Smarter Cities: Learning From Internet Of Multimedia Things-Generated Big Data	Future Generation Computer Systems, 108 (2020)