Open Access Journal

ISSN : 2394-2320 (Online)

International Journal of Engineering Research in Computer Science and Engineering (IJERCSE)

Monthly Journal for Computer Science and Engineering

Open Access Journal

International Journal of Engineering Research in Computer Science and Engineering (IJERCSE)

Monthly Journal for Computer Science and Engineering

ISSN : 2394-2320 (Online)

Performance analysis of Big Data using Cloud

Author : Er.Zainab Mirza 1 Mohammed Abbas Khute 2 Saifuddin Shaikh 3 Atul Rai 4

Date of Publication :7th April 2015

Abstract: In last few years there has been drastic increase in accumulation of data. The accumulation is so huge that it is beyond the reach of classical computing resources. In this paper we are going to do performance analysis and their comparison using classic computing resources i.e. pc and java and Evolved computing model i.e. cloud computing and Hadoop.

Reference :

    1. http://en.wikipedia.org/wiki/Distributed_computing
    2. http://en.wikipedia.org/wiki/Memory_storage_density
    3. http://en.wikipedia.org/wiki/Machine-generated_data
    4. Changqing Ji, Yu Li, Wenming Qiu, Uchechukwu Awada, Keqiu Li, “Big Data Processing in Cloud Computing Environments”.
    5. Nandan Mirajkar, Sandeep Bhujbal , Aaradhana Deshmukh, “Perform wordcount Map-Reduce Job in Single Node Apache Hadoop cluster and compress data using Lempel-Ziv-Oberhumer (LZO) algorithm”
    6. http://csrc.nist.gov/publications/nistpubs/800- 146/sp800-146.pdf
    7. Ibid
    8. Ibid
    9. Ibid
    10. http://www.gartner.com/it-glossary/big-data
    11. “Cloud Computing: Concepts, Technology & Architecture” (The Prentice Hall Service Technology) by Thomas Erl, Ricardo Puttini and Zaigham Mahmood (May 20, 2013)
    12. “Java The Complete Reference”, 8th Edition by Herbert Schildt,8 Aug 2011.
    13. https://hadoop.apache.org/docs/stable/hadoop-projectdist/hadoop-hdfs/HdfsDesign.html
    14. Ibid
    15. http://en.wikipedia.org/wiki/Apache_Hadoop
    16. http://docs.aws.amazon.com/ElasticMapReduce/latest/ DeveloperGuide/emr-what-is-emr.html
    17. http://docs.aws.amazon.com/AmazonS3/latest/gsg/Get StartedWithS3.html
    18. http://aws.amazon.com/ec2/instance-types/
    19. http://aws.amazon.com/amazon-linux-ami/2014.09- release-notes/

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