Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Conference Papers Conference Paper Faculty Publications- Conference Papers Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Verification and validation of MapReduce program model for parallel K-means algorithm on Hadoop cluster Subject The topic of the resource Grep; Hadoop; K-means; Machine learning; MapReduce; Terasort; Wordcount Description An account of the resource With the development of information technology, a large volume of data is growing and getting stored electronically. Thus, the data volumes processing by many applications will routinely cross the petabyte threshold range, in that case it would increase the computational requirements. Efficient processing algorithms and implementation techniques are the key in meeting the scalability and performance requirements in such scientific data analyses. So for the same here, we have p analyzed the various MapReduce Programs and a parallel clustering algorithm (PKMeans) on Hadoop cluster, using the Concept of MapReduce. Here, in this experiment we have verified and validated various MapReduce applications like wordcount, grep, terasort and parallel K-Means Clustering Algorithm. We have found that as the number of nodes increases the execution time decreases, but also some of the interesting cases has been found during the experiment and recorded the various performance change and drawn different performance graphs. This experiment is basically a research study of above MapReduce applications and also to verify and validate the MapReduce Program model for Parallel K-Means algorithm on Hadoop Cluster having four nodes. 2013 IEEE. Creator An entity primarily responsible for making the resource Kumar A.; Kiran M.; Prathap B.R. Source A related resource from which the described resource is derived 2013 4th International Conference on Computing, Communications and Networking Technologies, ICCCNT 2013 Date A point or period of time associated with an event in the lifecycle of the resource 2013-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/ICCCNT.2013.6726852" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ICCCNT.2013.6726852</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-84894488015&amp;doi=10.1109%2FICCCNT.2013.6726852&amp;partnerID=40&amp;md5=bc9ec99c84e42a1d59e93b69c36233ed" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-84894488015&amp;doi=10.1109%2fICCCNT.2013.6726852&amp;partnerID=40&amp;md5=bc9ec99c84e42a1d59e93b69c36233ed</a> Rights Information about rights held in and over the resource All Open Access; Green Open Access Relation A related resource ISBN: 978-147993926-8 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Conference paper Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Kumar A., Department of Computer Science and Engineering, Christ University, Faculty of Engineering Bangalore, Karnataka, India; Kiran M., Department of Computer Science and Engineering, Christ University, Faculty of Engineering Bangalore, Karnataka, India; Prathap B.R., Department of Computer Science and Engineering, Christ University, Faculty of Engineering Bangalore, Karnataka, India