7477

Multicore Processing for Classification and Clustering Algorithms

V. Vaitheeshwaran, Kapil Kumar Nagwanshi, T. V. Rao
School of Computing, KL University Vijayawada, India
IJCA Proceedings on National Conference on Innovative Paradigms in Engineering and Technology (NCIPET 2012), ncipet(12):20-24, 2012

@inproceedings{vaitheeshwaran2012multicore,

   title={Multicore Processing for Classification and Clustering Algorithms},

   author={Vaitheeshwaran, V. and Nagwanshi, K.K. and Rao, TV},

   booktitle={IJCA Proceedings on National Conference on Innovative Paradigms in Engineering and Technology (NCIPET 2012)},

   number={12},

   year={2012},

   organization={Foundation of Computer Science (FCS)}

}

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Data Mining algorithms such as classification and clustering are the future of computation, though multidimensional data-processing is required. People are using multicore processors with GPU’s. Most of the programming languages doesn’t provide multiprocessing facilities and hence wastage of processing resources. Clustering and classification algorithms are more resource consuming. In this paper we have shown strategies to overcome such deficiencies using multicore processing platform OpenCL.
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