CLUMARE: A GUI Based Tool for Clustering Multidimensional Datasets Using Map Reduce

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Provided by: Creative Commons
Topic: Big Data
Format: PDF
Data clustering is a challenging problem due to the complex and heterogeneous natures of multidimensional data. On the other hand very few clustering methods can successfully deal with the multi-dimensional datasets and it becomes even hard to handle such large amounts of data. For datasets that don't possible to store even on a single disk, parallelism is an excellent option. MapReduce is a programming framework to process large scale data in a massively parallel way.
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