Performance Improvement of Heterogeneous Hadoop Clusters Using Query Optimization

Proceedings of 3rd International Conference on Internet of Things and Connected Technologies (ICIoTCT), 2018 held at Malaviya National Institute of Technology, Jaipur (India) on March 26-27, 2018

6 Pages Posted: 3 May 2018

See all articles by Pankaj Dadheech

Pankaj Dadheech

Suresh Gyan Vihar University, Jaipur

Dinesh Goyal

Suresh Gyan Vihar University

Sumit Srivastava

Manipal University, Jaipur - Department of Information Technology

Ankit Kumar

Srikalahasteeswara Institute of Technology (SKIT) - Department of Computer Science and Engineering

Date Written: April 20, 2018

Abstract

The problem that has occurred as a result of the increased connection between the device and the system is creating information at an exponential rate that it is becoming increasingly difficult for a possible solution for processing. Therefore, creating a platform for such advanced level data processing, such as the need to increase the level of hardware and software with bright data. To improve the efficiency of the Hadoop Cluster in extensive data collection and analysis, we have proposed an algorithm system that meets the needs of protected discrimination data in Hadoop Clusters and improves performance and efficiency. The proposed paper aims to find out the effectiveness of the new algorithm, compare, consultation, and find out the best solution for improving the big data scenario is a competitive approach. The map reduction techniques from Hadoop will help maintain a close watch on the underlying or discriminatory Hadoop clusters with insights of results as expected from the luminosity.

Suggested Citation

Dadheech, Pankaj and Goyal, Dinesh and Srivastava, Sumit and Kumar, Ankit, Performance Improvement of Heterogeneous Hadoop Clusters Using Query Optimization (April 20, 2018). Proceedings of 3rd International Conference on Internet of Things and Connected Technologies (ICIoTCT), 2018 held at Malaviya National Institute of Technology, Jaipur (India) on March 26-27, 2018. Available at SSRN: https://ssrn.com/abstract=3166514 or http://dx.doi.org/10.2139/ssrn.3166514

Pankaj Dadheech (Contact Author)

Suresh Gyan Vihar University, Jaipur ( email )

Mahal
Jagatpura
Jaipur, Rajasthan 302017
India
9887708973 (Phone)

Dinesh Goyal

Suresh Gyan Vihar University ( email )

Mahal
Jagatpura
Jaipur, RI Rajasthan 302017
India

Sumit Srivastava

Manipal University, Jaipur - Department of Information Technology

VPO - Dehmi Kalan, Tehsil Sanganer
Off Jaipur - Ajmer Expressway
Jaipur, 303007
India

Ankit Kumar

Srikalahasteeswara Institute of Technology (SKIT) - Department of Computer Science and Engineering

Ramnagaria, Jagatpura
Jaipur, 302 017
India

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