ERROR DETECTION IN BIG DATA ON CLOUD

Authors

  • Shweta Dolhare Computer Engineering , BVCOEW, Pune, India- 411043.
  • Snehal Gaikwad Computer Engineering , BVCOEW, Pune, India- 411043.
  • Poonam Ghorpade Computer Engineering , BVCOEW, Pune, India- 411043.

Keywords:

Cloud Computing, Service Composition, Online Web services, Hadoop, MySQL, MapReduce

Abstract

Big sensor data is prevalent in both industry and scientific research applications where the data is generated with high volume and velocity it is difficult to process using on-hand database management tools or traditional data processing applications. Cloud computing provides a promising platform to support the addressing of this challenge as it provides a flexible stack of massive computing, storage, and software services in a scalable manner at low cost. But uploading the data in cloud can with high volume and velocity can cause damage to that file. So detecting such files from the data base is important. So in this project we are detecting the files with data tamper or error. We also propose to repair the tampered file to its original state and restore it again. Hence the Data in the cloud will remain unharmed.

References

S. Tsuchiya, Y. Sakamoto, Y. Tsuchimoto, and V. Lee, “Big Data Processing in Cloud Environments,” FUJITSU Science and Technology J., vol. 48, no. 2, pp. 159-168, 2012.

S. Sakr, A. Liu, D. Batista, and M. Alomari, “A Survey of Large Scale Data Management Approaches in Cloud Environments,” IEEE Comm. Surveys & Tutorials, vol. 13, no. 3, pp. 311-336, Third Quarter 2011.

M.C. Vuranand and I.F. Akyildiz, “Error Control in Wireless Sensor Networks: A Cross Layer Analysis,” IEEE Trans. Networking, vol. 17, no. 4, pp. 1186-1199, Aug. 2009.

C. Liu, J. Chen, T. Yang, X. Zhang, C. Yang, R. Ranjan, and K. Kotagiri, “Authorized public auditing of dynamic big data storage on cloud with efficient verifiable finegrained updates,” IEEE Trans. Parallel and Distributed Systems, vol. 25, no. 9, pp.

–2244, Sept. 2014

“Sensor Cloud,” http://www.sensorcloud.com/, accessed on 30, Aug. 2013.

M. Armbrust, A. Fox, R. Griffith, A.D. Joseph, R. Katz, A. Konwinski,G. Lee, D. Patterson, A. Rabkin, I. Stoica, and M. Zaharia, “A View of Cloud Computing,” Comm. the ACM, vol. 53, no. 4, P p. 50-58, 2010.

“Big Data: Science in the Petabyte Era: Community Cleverness Required,” Nature, vol. 455, no. 7209, p. 1, 2008.

Additional Files

Published

15-04-2016

How to Cite

Shweta Dolhare, Snehal Gaikwad, & Poonam Ghorpade. (2016). ERROR DETECTION IN BIG DATA ON CLOUD. International Education and Research Journal (IERJ), 2(4). Retrieved from https://ierj.in/journal/index.php/ierj/article/view/233

Issue

Vol. 2 No. 4 (2016): APRIL ISSUE, INTERNATIONAL EDUCATION AND RESEARCH JOURNAL

Section

Articles

License

Copyright (c) 2021 International Education and Research Journal (IERJ)

Creative Commons License

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