An Enhanced Approach for Resource Management Optimization in Hadoop
International Journal of Science and Research (IJSR)

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

ISSN: 2319-7064



Downloads: 114

Research Paper | Computer Science & Engineering | India | Volume 3 Issue 8, August 2014

An Enhanced Approach for Resource Management Optimization in Hadoop

R. Sandeep Raj, G. Prabhakar Raju

Many tools and frameworks have been developed to process data on distributed data centers. MapReduce [3] most prominent among such frameworks has emerged as a popular distributed data processing model for processing vast amount of data in parallel on large clusters of commodity machines. The JobTracker in MapReduce framework is responsible for both managing the cluster's resources and executing the MapReduce jobs, a constraint that limits scalability, resource utilization. YARN [2] the next-generation execution layer for Hadoop splits processing and resource management capabilities of JobTracker into separate entities and eliminates the dependency of Hadoop on MapReduce. This new model is more isolated and scalable compared to MapReduce, providing improved features and functionality. This paper discusses the design of YARN and significant advantages over traditional MapReduce.

Keywords: BigData, Hadoop, YARN, MapReduce

Edition: Volume 3 Issue 8, August 2014

Pages: 1248 - 1253

Share this Article

How to Cite this Article?

R. Sandeep Raj, G. Prabhakar Raju, "An Enhanced Approach for Resource Management Optimization in Hadoop", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=2015669, Volume 3 Issue 8, August 2014, 1248 - 1253

Enter Your Email Address




Similar Articles with Keyword 'BigData'

Downloads: 102

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 7, July 2015

Pages: 2599 - 2602

Variable Size Bin Packing Algorithm for IoT

Kshitija Kalaskar

Share this Article

Downloads: 105

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 7, July 2015

Pages: 2241 - 2244

Backup Anomaly Identification with R and Hadoop

Ravindra Phule, Madhav Ingle

Share this Article

Downloads: 105 | Monthly Hits: ⮙1

Informative Article, Computer Science & Engineering, India, Volume 5 Issue 11, November 2016

Pages: 1482 - 1485

Overview of Big Data

Nivedita Manohar

Share this Article

Downloads: 108

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1183 - 1187

Memory Management in BigData

Yanish Pradhananga, Shridevi C. Karande

Share this Article

Downloads: 113

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 11, November 2015

Pages: 2103 - 2107

Analyzing Big Data Problem Using Hadoop and Cloud Technology

Hemlata S. Urade

Share this Article

Similar Articles with Keyword 'Hadoop'

Downloads: 1 | Monthly Hits: ⮙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

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

Downloads: 105

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 7, July 2015

Pages: 2241 - 2244

Backup Anomaly Identification with R and Hadoop

Ravindra Phule, Madhav Ingle

Share this Article

Downloads: 105 | Monthly Hits: ⮙1

Informative Article, Computer Science & Engineering, India, Volume 5 Issue 11, November 2016

Pages: 1482 - 1485

Overview of Big Data

Nivedita Manohar

Share this Article

Similar Articles with Keyword 'YARN'

Downloads: 107

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 5, May 2015

Pages: 2837 - 2842

Challenges for HDFS to Read and Write Using Different Technologies

Sunil Kumar S, Sanjeev G Kanabargi

Share this Article

Downloads: 114

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 8, August 2014

Pages: 1248 - 1253

An Enhanced Approach for Resource Management Optimization in Hadoop

R. Sandeep Raj, G. Prabhakar Raju

Share this Article

Downloads: 128

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 11, November 2015

Pages: 137 - 140

Data Searching In Cloud Computing Environment Based on Map Reduce

Devarapalli Narasa Reddy, Dasari Rajesh

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

Downloads: 105 | Monthly Hits: ⮙1

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 5, May 2015

Pages: 1164 - 1169

A Survey on Scalable Big Data Analytics Platform

Ravindra Phule, Madhav Ingle

Share this Article

Downloads: 106

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 11, November 2015

Pages: 1249 - 1251

Survey on Resource Allocation in Phase-Level using MapReduce in Hadoop

Suryakant S. Bhalke

Share this Article

Downloads: 107

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 1103 - 1108

Design of a High Performing Cloud Using Load Rebalancing Technique in Distributed File System

Y. Steeven, C. Prakasha Rao

Share this Article



Top