DMCA
Mining Data Using Various Association Rule Mining Algorithms in Distributed Environment Using MPI
BibTeX
@MISC{Bhoraniya_miningdata,
author = {Riddhi N. Bhoraniya and Arjun V. Bala},
title = {Mining Data Using Various Association Rule Mining Algorithms in Distributed Environment Using MPI},
year = {}
}
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Abstract
Abstract- Data mining combines machine learning, statistics and visualization techniques to discover and extract knowledge. In order to improve the efficiency of mining algorithm for the large data sets we are implementing Distributed Data Mining (DDM). In distributed association rule mining algorithm, one of the major challenges is to reduce the communication overhead. Data sites are required to exchange lot of information in the data mining process which may generates massive communication overhead. Message passing interface (MPI) is a technique to exchange information among a number of communicating nodes. Here we apply association rule mining algorithms like TopKRules and TNR algorithm in distributed environment using MPI for mining data within less communication overhead.
Keyphrases
distributed environment using mpi communication overhead large data set distributed data mining data site visualization technique major challenge data mining process association rule mining algorithm massive communication overhead distributed association rule mining algorithm distributed environment
