Grid implementation of the Apriori algorithm

Cristian Aflori

doi:10.1016/j.advengsoft.2006.08.011

2007-05-01

PRE

Cristian Aflori

Mitică Craus *

DOI：10.1016/j.advengsoft.2006.08.011

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摘要

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The paper presents the implementation of an association rules discovery data mining task using Grid technologies. For the mining task we are using the Apriori algorithm on top of the Globus toolkit. The case study presents the design and integration of the data mining algorithm with the Globus services. The paper compares the Grid version with related work in the field and we outline the conclusions and future work. (c) 2006 Elsevier Ltd. All rights reserved.

Keyword:

grid technologies

data mining

association rules

Apriori algorithm

Globus toolkit