Publisher : 2015 International Conference on Green Computing and Internet of Things (ICGCIoT)
Campus : Coimbatore
School : School of Engineering
Department : Computer Science
Verified : No
Year : 2015
Abstract : pLarge scale searching problems such as searching for a particular tag in a set of web pages are always challenging. Distributed implementation of such searching algorithms are used in different distributed systems that includes Grid, Hadoop etc. In general, hadoop framework uses the Hadoop Distributed File System (HDFS) for all kinds of data processing. But the efficiency regarding the time in a distributed environment for data processing without any optimized algorithm is comparatively low. In this work, these problems are addressed. Searching using MapReduce paradigm is considered for implementing proposed scheme in the popular Open Source Cloud computing platform Hadoop and a neural network optimization algorithm named Self Organizing Maps (SOM). The processing speed got increased as the number of nodes in the Hadoop environment increases./p