DocumentCode
3578786
Title
Performance analysis of MapReduce on OpenStack-based hadoop virtual cluster
Author
Ahmad, Nazrul M. ; Yaacob, Asrul Hadi ; Amin, Anang Hudaya Muhamad ; Kannan, Subarmaniam
Author_Institution
Thundercloud Research Lab, Faculty of Information Science & Technology (FIST), Multimedia University, Jalan Ayer Keroh Lama, 75450 Melaka, Malaysia
fYear
2014
Firstpage
132
Lastpage
137
Abstract
With the emergence of big data phenomenon, MapReduce and Hadoop distributed processing infrastructure have been commonly applied for large-scale data analytics. Hadoop distributed filesystem (HDFS) usually being deployed on physical clusters. With the advent of cloud computing platform such as OpenStack, a number of works have been carried out in implementing Hadoop virtual cluster on cloud computing infrastructure. This paper presents a performance analysis of MapReduce implementations on OpenStack-based Hadoop virtual cluster. The results of the analysis show that the MapReduce implementations are performing in a scalable manner towards an increase in the size of the Hadoop virtual cluster being deployed.
Keywords
Central Processing Unit; Cloud computing; Data processing; Distributed databases; Random access memory; Resource management; Writing;
fLanguage
English
Publisher
ieee
Conference_Titel
Telecommunication Technologies (ISTT), 2014 IEEE 2nd International Symposium on
Type
conf
DOI
10.1109/ISTT.2014.7238191
Filename
7238191
Link To Document