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Big Data in Cloud Computing and its Security Issues

P. Manivannan

Abstract


In this paper, we discuss security issues for cloud computing, Big data, Map Reduce and Hadoop environment. The main focus is on security issues in cloud computing that are associated with big data. Big data applications are a great benefit to organizations, business, companies and many large scale and small scale industries. We also discuss various possible solutions for the issues in cloud computing security and Hadoop. Cloud computing security is developing at a rapid pace which includes computer security, network security, information security, and data privacy. Cloud computing plays a very vital role in protecting data, applications and the related infrastructure with the help of policies, technologies, controls, and big data tools. Moreover, cloud computing, big data and its applications, advantages are likely to represent the most promising new frontiers in science.


Keywords


Big Data, Cloud Computing, Hadoop, Map Reduce.

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References


Ren, Yulong, and Wen Tang. "A Service Integrity Assurance Framework for CLOUD Computing based on Mapreduce."Proceedings of IEEE CCIS2012. Hangzhou: 2012, pp 240 – 244, Oct. 30 2012-Nov. 1 2012.

N, Gonzalez, Miers C, Redigolo F, Carvalho T, Simplicio M, de Sousa G.T, and Pourzandi M. "A Quantitative Analysis of Current Security Concerns and Solutions for Cloud Computing.". Athens: 2011., pp 231 – 238, Nov. 29 2011- Dec. 1 2011.

Hao, Chen, and Ying Qiao. "Research of Cloud Computing based on the Hadoop platform."Chengdu, China: 2011, pp. 181 – 184, 21-23 Oct 2011.

Y, Amanatullah, Ipung H.P., Juliandri A, and Lim C. "Toward cloud computing reference architecture: Cloud service management perspective.". Jakarta: 2013, pp. 1-4, 13-14 Jun. 2013.

A, Katal, Wazid M, and Goudar R.H. "Big data: Issues, challenges, tools and Good practices.". Noida: 2013, pp. 404 – 409, 8-10 Aug. 2013.

Lu, Huang, Ting-tin Hu, and Hai-shan Chen. "Research on Hadoop Cloud Computing Model and its Applications." Hangzhou, China: 2012, pp. 59 – 63, 21-24 Oct. 2012.

Wie, Jiang , Ravi V.T, and Agrawal G. "A Map-Reduce System with an Alternate API for Multi-core Environments.". Melbourne, VIC: 2010, pp. 84-93, 17-20 May. 2010.

K. Chitharanjan, and Kala Karun A. "A review on hadoop — HDFS infrastructure extensions.". JeJu Island: 2013, pp. 132-137, 11-12 Apr. 2013.

F.C.P, Muhtaroglu, Demir S, Obali M, and Girgin C. "Business model canvas perspective on big data applications." Big Data, 2013 IEEE International Conference, Silicon Valley, CA, Oct 6-9, 2013, pp.32 - 37.

Zhao, Yaxiong , and Jie Wu. "Dache: A data aware caching for big-data applications using the MapReduce framework." INFOCOM, 2013 Proceedings IEEE, Turin, Apr 14-19, 2013, pp. 35 - 39.

Kilzer, Ann, Emmett Witchel, Indrajit Roy, Vitaly Shmatikov, and Srinath T.V. Setty. "Airavat: Security and Privacy for MapReduce."

"Securing Big Data: Security Recommendations for Hadoop and NoSQL Environments."Securosis blog, version 1.0 (2012).

P.R , Anisha, Kishor Kumar Reddy C, Srinivasulu Reddy K, and Surender Reddy S. "Third Party Data Protection Applied To Cloud and Xacml Implementation in the Hadoop Environment With Sparql."2012. 39-46, Jul – Aug. 2012.

Elmustafa Sayed Ali Ahmed and Rashid A.Saeed “A Survey of Big Data Cloud Computing Security”, International Journal of Computer Science and Software Engineering (IJCSSE), Volume 3, Issue 1, December 2014.

http://www.informationweek.com/big-data/bigdataanalytics/big-databrings-big-security-problems/d/did/1252747.

Venkata Narasimha Inukollu, Sailaja Arsi and Srinivasa Rao Ravuri, Security Issues Associated with Big Data in Cloud Computing, International Journal of Network Security & Its Applications (IJNSA), Vol.6, No.3, May 2014 .


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