CFP last date
20 June 2024
Reseach Article

Issues, Challenges and Application of Big Data in Smart Home

Published on July 2017 by Abhay Kumar Ray, Rakesh Roshan
International Conference on Computer Systems and Mathematical Sciences
Foundation of Computer Science USA
ICCSMS2016 - Number 1
July 2017
Authors: Abhay Kumar Ray, Rakesh Roshan
46c5d7ca-d14d-4ded-affd-28508f8da299

Abhay Kumar Ray, Rakesh Roshan . Issues, Challenges and Application of Big Data in Smart Home. International Conference on Computer Systems and Mathematical Sciences. ICCSMS2016, 1 (July 2017), 14-17.

@article{
author = { Abhay Kumar Ray, Rakesh Roshan },
title = { Issues, Challenges and Application of Big Data in Smart Home },
journal = { International Conference on Computer Systems and Mathematical Sciences },
issue_date = { July 2017 },
volume = { ICCSMS2016 },
number = { 1 },
month = { July },
year = { 2017 },
issn = 0975-8887,
pages = { 14-17 },
numpages = 4,
url = { /proceedings/iccsms2016/number1/28110-1665/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 International Conference on Computer Systems and Mathematical Sciences
%A Abhay Kumar Ray
%A Rakesh Roshan
%T Issues, Challenges and Application of Big Data in Smart Home
%J International Conference on Computer Systems and Mathematical Sciences
%@ 0975-8887
%V ICCSMS2016
%N 1
%P 14-17
%D 2017
%I International Journal of Computer Applications
Abstract

There are various research is going on for efficiently manage the huge amount of data by the application. This paper describes the application of Big Data in Smart Home, it focus on the issues and challenges in implementation of big data concepts and tools in the smart home. The major issues and challenges in like availability/speed of Internet, Speed and quality of sensors, Cost aspects, device maintenance issue and vendors issues, Data format conversion etc also discussed . This paper also proposes a framework of smart homes which contains three module like Application Module, Device configuration module and Big data module this framework uses big data concepts tools for the storage and analysis to take the effective decision and notifications in the smart home.

References
  1. Michael Batty (UCL, London), Kay Axhausen (ETH, Zurich),Giannotti Fosca (Universit di Pisa),, Alexei Pozdnoukhov (National University of Ireland),Armando Bazzani (Universita di Bologna), Monica Wachowicz (University of New Brunswick),Georgios Ouzounis (JRC), and Yuval Portugali (Tel-Aviv University) "Smart Cities of the Future" published in Centre for Advanced Spatial Analysis University College London Paper -188 ISBN :-1467-1298.
  2. L. Atzori, A. Iera, and G. Morabito, "The internet of things: A survey," Comput. Netw. , vol. 54, no. 15, pp. 2787–2805, 2010.
  3. "how-much-data-to-a-smart-home-generate-about-a-1-gb-a-week" online available at https://gigaom. com/2014/07/29/how-much-data-to-a-smart-home-generate-about-a-1-gb-a-week/ last seen on 10/10/2016
  4. "Big Data in the Home" Online available at URL: http://www. informationweek. com/big-data/software-platforms/big-data-in-the-home/d/d-id/1141608 Last seen 10/10/2016
  5. Turcan, E. , Graham, R. L. , Hederen, J. : Peering the smart homes. In: Proceedings of First International Conference on Peer-to-Peer Computing, 2001, pp. 103–104 (2001)
  6. Szuppa, S. : Marktforschung für komplexe Systeme aus Sach- und Dienstleistungen im Privatkundenbereich. Entwicklung und Überprüfung eines Vorgehenskonzeptes am Beispiel des Intelligenten Hauses. Ph. D. thesis, Verlag Dr. Kovac, Hamburg (2007)
  7. Mozer, M. C. : The Neural Network House: An Environment that Adapts to its Inhabitants. In: Proceedings of the American Association for Artificial Intelligence Spring Symposium on Intelligent Environments, pp. 110–114. AAAI Press, Menlo Park (1998)
  8. Bickmore, T. W. , Picard, R. W. : Establishing and maintaining long-term human-computer relationships. ACM Transactions on Computer-Human Interaction (TOCHI) 12(2), 293–327 (2009)
Index Terms

Computer Science
Information Sciences

Keywords

Big Data Smart Home Iot Hadoop