Abstract: Performance Analysis of Multi-Node Hadoop Clusters using Amazon EC2 Instances
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Open Access | Fully Refereed | Peer Reviewed

ISSN: 2319-7064

Downloads: 107

Research Paper | Computer Science & Engineering | India | Volume 4 Issue 10, October 2015

Performance Analysis of Multi-Node Hadoop Clusters using Amazon EC2 Instances

Ruchi Mittal, Ruhi Bagga

Hadoop, an open source implementation of MapReduce model, is an effective tool for handling, processing and analyzing unstructured data generated these days by different cloud applications. Hadoop considers its nodes to be homogeneous in terms of their processing capability in a cluster. But in real word applications nodes in a cluster are heterogeneous in terms of their processing capability. In such cases, Hadoop does not yields effective performance levels In this paper, we had evaluated and analyzed the performance of WordCount MapReduce application using Hadoop on Amazon EC2 using different Ubuntu instances. The performance has been evaluated both on single node and multi-node clusters. Multi-node clusters include both the homogeneous and the heterogeneous clusters. The performance is evaluated in terms of execution time of the application on different file sizes.

Keywords: Cloud Computing, Hadoop, MapReduce, Multi-node cluster

Edition: Volume 4 Issue 10, October 2015

Pages: 1646 - 1650

Share this Article

How to Cite this Article?

Ruchi Mittal, Ruhi Bagga, "Performance Analysis of Multi-Node Hadoop Clusters using Amazon EC2 Instances", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=SUB159120, Volume 4 Issue 10, October 2015, 1646 - 1650

Enter Your Email Address


Similar Articles with Keyword 'Cloud Computing'

Downloads: 180

Survey Paper, Computer Science & Engineering, India, Volume 7 Issue 1, January 2018

Pages: 81 - 84

Novel Approach to Virtual Machine Migration In Cloud Computing Environment - A Survey

Priyanka H, Dr. Mary Cherian

Share this Article

Downloads: 5

Review Papers, Computer Science & Engineering, India, Volume 10 Issue 7, July 2021

Pages: 613 - 616

Categorize & Compare Cloud Automation & Devops Tools

Pardeep Singh Virdi

Share this Article

Similar Articles with Keyword 'Hadoop'

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 6, June 2021

Pages: 1188 - 1193

Profit Contribution of Bank Customer from Different Business Liabilities

Vinod Desai, Shalini B Ullagaddi, Vittal A Odeyar

Share this Article

Downloads: 102

Dissertation Chapters, Computer Science & Engineering, India, Volume 4 Issue 7, July 2015

Pages: 1721 - 1725

Secured Load Rebalancing for Distributed Files System in Cloud

Jayesh D. Kamble, Y. B. Gurav

Share this Article

Similar Articles with Keyword 'MapReduce'

Downloads: 102

Dissertation Chapters, Computer Science & Engineering, India, Volume 4 Issue 7, July 2015

Pages: 1721 - 1725

Secured Load Rebalancing for Distributed Files System in Cloud

Jayesh D. Kamble, Y. B. Gurav

Share this Article

Downloads: 105

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 3, March 2015

Pages: 2133 - 2136

One Class Clustering Tree for Implementing Many to Many Data Linkage

Ravi R, Michael G

Share this Article

Similar Articles with Keyword 'Cloud'

Downloads: 180

Survey Paper, Computer Science & Engineering, India, Volume 7 Issue 1, January 2018

Pages: 81 - 84

Novel Approach to Virtual Machine Migration In Cloud Computing Environment - A Survey

Priyanka H, Dr. Mary Cherian

Share this Article

Downloads: 5

Review Papers, Computer Science & Engineering, India, Volume 10 Issue 7, July 2021

Pages: 613 - 616

Categorize & Compare Cloud Automation & Devops Tools

Pardeep Singh Virdi

Share this Article

Similar Articles with Keyword 'Computing'

Downloads: 180

Survey Paper, Computer Science & Engineering, India, Volume 7 Issue 1, January 2018

Pages: 81 - 84

Novel Approach to Virtual Machine Migration In Cloud Computing Environment - A Survey

Priyanka H, Dr. Mary Cherian

Share this Article

Downloads: 1

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014

Pages: 1884 - 1886

Performance Analysis of Clustal W Algorithm on Linux Cluster

Swati Jasrotia, Salam Din

Share this Article
Top