Title
A Parallel FP-Growth Algorithm Based on GPU
Abstract
This paper proposes and implements a parallel scheme of FP-growth algorithm and implements this parallel algorithm (PFP-growth algorithm). Experimental results show that, compared with FP-growth algorithm, PFP-growth algorithm is more efficient, and the larger the data set is, the lower the support threshold is, the more remarkable the speedup is.
Year
DOI
Venue
2017
10.1109/ICEBE.2017.24
2017 IEEE 14th International Conference on e-Business Engineering (ICEBE)
Keywords
Field
DocType
frequent itemset mining,FP-growth,GPU,parallel computing
Computer science,Parallel algorithm,Algorithm,Speedup
Conference
ISBN
Citations 
PageRank 
978-1-5386-1413-6
0
0.34
References 
Authors
6
2
Name
Order
Citations
PageRank
hao jiang15917.96
He Meng253.14