Novel strategies for hardware acceleration of frequent itemset mining with the apriori algorithm
David W. Thoni, Alfred Strey · 2009
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.