Key Methodologies for Designing Big Data Mining Platform Based on Cloud Computing

Authors

  • Kiran Kumar S V N Madupu  Sr. PL SQL Dev / Data Base Specialist, System Soft Technologies, Herndon, VA

DOI:

https://doi.org//10.32628/CSEIT206271

Keywords:

Data Mining, Cloud Computing, Big Data, DBMS

Abstract

Cloud Computing plays a big function in the in data mining area of numerous sectors in today's culture. Building the data mining system based upon cloud computing is useful to accomplish effective data mining This paper evaluates the basic architecture of the big data mining platform based on cloud computing and the key technologies for its building on the basis of relevant concepts of cloud computing and also data mining.

References

  1. D. H. Tran, M. M. Gaber, K.-U. Sattler, "Change discovery in streaming data in the age of big data: designs and also concerns," ACM SIGKDD Explorations, Vol. 16, No. 1, pp. 30-38, 2014
  2. W. Follower, A. Bifet, "Mining Big Data: Existing Status, and also Forecast to the Future," ACM SIGKDD Explorations, Vol. 14, No. 2, pp. 1-5, December 2012.
  3. Y. Demchenko, P. Grosso, C. D. Laat, P. Membrey, "Resolving Big Data Issues in Scientific Data Infrastructure," 2013 International Conference on Cooperation Technologies as well as Equipments (CTS), 20-24 May 2013, San Diego, CA, UNITED STATES, pp. 48-55, 2013.
  4. D.E. O'Leary, "'Big Data', the 'Web of Points' and also the 'Internet of Indicators'," Intelligent Equipment in Audit, Money and Monitoring, Vol. 20, pp. 53- 65, 2013.
  5. H.V. Jagadish, A. Labrinidis, Y. Papakonstantinou, et al., "Big Data and also Its Technical Obstacles," Communications of the ACM, Vol. 57, No. 7, pp. 86- 94, 2014.
  6. S. K. Markham, M. Kowolenko, and also T. L. Michaelis, "Disorganized Text Analytics to Support New Item Advancement Decisions," Research Innovation Management, pp. 30-38, March-April, 2015.
  7. S. B. Boddu, "Eliminate the loud data from websites using data mining strategies," Computer technology and Telecom, Vol. 38, No. 2, pp. 39-46, 2013.
  8. C.L. P. Chen, C.-Y. Zhang, "Data-intensive applications, obstacles, strategies and also innovations: A survey on Big Data," Details Sciences, Vol. 275, No. 10, pp. 314-347, 2014.

IInternational Journal of Scientific Research in Computer Science, Engineering and Information Technology

Downloads

Published

2016-09-30

Issue

Volume 1, Issue 2, September-October-2016

Section

Research Articles

License

Copyright (c) IJSRCSEIT

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

How to Cite

[1]
Kiran Kumar S V N Madupu, " Key Methodologies for Designing Big Data Mining Platform Based on Cloud Computing, IInternational Journal of Scientific Research in Computer Science, Engineering and Information Technology(IJSRCSEIT), ISSN : 2456-3307, Volume 1, Issue 2, pp.190-196, September-October-2016. Available at doi : https://doi.org/10.32628/CSEIT206271