Distributed Data Mining Framework for Cloud Service

Ivan Kholod, Konstantin Borisenko, and Andrey Shorov⁺

Saint Petersburg Electrotechnical University, St. Peterburg, 197376, Russia
{iiholod, borisenkoforleti, ashxz}@mail.ru

Abstract

This article describes the approach to build data mining cloud service. The article describes the mapping of the algorithm decomposed into functional blocks on the set of actors. In addition, it describes the architecture and implementation of cloud service to perform data mining algorithms for actors. As an example, it describes the experiments and comparison with other data mining systems for classification algorithm 1R.

Keywords: distributed data mining, cloud computing, data mining cloud.

+: Corresponding author: Andrey Shorov
Department of Computer Science, Saint Petersburg Electrotechnical University, ul. Prof. Popova 5, St. Peterburg, 197376, Russia, Tel: +7-9111540851

IT Convergence Practice (INPRA), Vol. 3, No. 4, pp. 19-33, December 2015 [pdf]