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 Parallel Support Vector Machine algorithm based on MapReduce Program model on Hadoop cluster Subject The topic of the resource Hadoop; LIBSVM; Machine Learning; MapReduce; MultiFileWordCount; Parallel SVM; SVM; WEKA Tool Description An account of the resource From the recent years the large volume of data is growing bigger and bigger. It is difficult to measure the total volume of structured and unstructured data that require machine-based systems and technologies in order to be fully analyzed. Efficient implementation techniques are the key to meeting the scalability and performance requirements entailed in such scientific data analysis. So for the same in this paper the Sequential Support Vector Machine in WEKA and various MapReduce Programs including Parallel Support Vector Machine on Hadoop cluster is analyzed and thus, in this way Algorithms are Verified and Validated on Hadoop Cluster using the Concept of MapReduce. In this paper, the performance of above applications has been shown with respect to execution time/training time and number of nodes. Experimental Results shows that as the number of nodes increases the execution time decreases. This experiment is basically a research study of above MapReduce applications. 2013 IEEE. Creator An entity primarily responsible for making the resource Kiran M.; Kumar A.; Prathap B.R. Source A related resource from which the described resource is derived ICACCS 2013 - Proceedings of the 2013 International Conference on Advanced Computing and Communication Systems: Bringing to the Table, Futuristic Technologies from Around the Globe Publisher An entity responsible for making the resource available Institute of Electrical and Electronics Engineers Inc. Date A point or period of time associated with an event in the lifecycle of the resource 2014-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/ICACCS.2013.6938728" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/ICACCS.2013.6938728</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-84912106069&amp;doi=10.1109%2FICACCS.2013.6938728&amp;partnerID=40&amp;md5=9461a3938672dfe40d66928179294807" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-84912106069&amp;doi=10.1109%2fICACCS.2013.6938728&amp;partnerID=40&amp;md5=9461a3938672dfe40d66928179294807</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 978-147993506-2 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 Kiran M., Department of Computer Science and Engineering, Christ University Faculty of Engineering, Bangalore, India; Kumar A., Department of Computer Science and Engineering, Christ University Faculty of Engineering, Bangalore, India; Prathap B.R., Department of Computer Science and Engineering, Christ University Faculty of Engineering, Bangalore, India