Title :
Performance analysis of MapReduce programs on Hadoop cluster
Author :
Maurya, Meena ; Mahajan, S.
Author_Institution :
MPSTME, JJT Univ., Mumbai, India
fDate :
Oct. 30 2012-Nov. 2 2012
Abstract :
This paper discusses various MapReduce applications like pi, wordcount, grep, Terasort. We have shown experimental results of these applications on a Hadoop cluster. In this paper, performance of above application has been shown with respect to execution time and number of nodes. We find that as the number of nodes increases the execution time decreases. This paper is basically a research study of above MapReduce applications.
Keywords :
distributed databases; pattern clustering; programming; Hadoop cluster; MapReduce application; MapReduce program; Terasort application; execution time; grep application; node number; performance analysis; pi application; wordcount application; Computer architecture; Data models; Distributed databases; File systems; Google; Programming; HDFS; Hadoop; MapReduce; grep; wordcount;
Conference_Titel :
Information and Communication Technologies (WICT), 2012 World Congress on
Conference_Location :
Trivandrum
Print_ISBN :
978-1-4673-4806-5
DOI :
10.1109/WICT.2012.6409130
