applications of big data techniques to use in smart cities deployment
Kamal.N,
Published in International Journal of Advanced Research in Computer Science Engineering and Information Technology
ISSN: 2321-3337 Impact Factor:1.521 Volume:6 Issue:3 Year: 15 June,2018 Pages:1400-1404
Abstract
The project presents the main foundations of Big Data applied to Smart Cities. General Internet of Things based architecture is proposed to be applied to different smart cities applications. In our project we are trying to predict and provide solution to improvise the railway infrastructure and train services. Indian Railways (both local & state) is a mode of transport service where thousands of transit-card transactions can be processed every minute. Thus our proposed system involves smart transit cards which can monitor the user behavior. Thus these transmit cards would produce huge amount of data which can be used for analytics and prediction. From the transit card, passenger age, source and destination can be analyzed for providing solution for improvisation.
Kewords
bigdata
Reference
1] N. Komninos, “Intelligent cities: variable geometries of spatial intelligence,” Intelligent Buildings International, vol. 3, no. 3, pp. 172–188, 2011. [2] L. Atzori, A. Iera, and G. Morabito, “The internet of things: A survey,” Computer networks, vol. 54, no. 15, pp. 2787–2805, 2010. [3] L. Da Xu, W. He, and S. Li, “Internet of things in industries: a survey,” Industrial Informatics, IEEE Transactions on, vol. 10, no. 4, pp. 2233– 2243, 2014. [4] R. Iqbal, F. Doctor, B. More, S. Mahmud, and U. Yousuf, “Big data analytics: Computational intelligence techniques and application areas,” Int. J. Inf. Manage, pp. 10–15, 2016. [5] Z. Yan and D. Chakraborty, “Semantics in mobile sensing,” Synthesis Lectures on the Semantic Web: Theory and Technology, vol. 4, no. 1, pp. 1–143, 2014. [6] A. Carroll and G. Heiser, “An analysis of power consumption in a smartphone.” in USENIX annual technical conference, 2010, pp. 1–14. • [7] M. Kantardzic, Data mining: concepts, models, methods, and algorithms. John Wiley & Sons, 2011.
