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Novel strategies for hardware acceleration of frequent itemset mining with the apriori algorithm

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2 Author(s)
Thoni, D.W. ; Inst. of Comput. Sci., Univ. of Innsbruck, Innsbruck, Austria ; Strey, A.

Apriori is a prominent data mining algorithm concerned with the problem of frequent itemset mining (FIM) which generally exhibits poor performance on general-purpose systems. This paper presents a novel hardware accelerator for Apriori, improving upon previous hardware acceleration efforts.

Published in:

Field Programmable Logic and Applications, 2009. FPL 2009. International Conference on

Date of Conference:

Aug. 31 2009-Sept. 2 2009