ASCF: Optimization of the Apriori Algorithm Using Spark-Based Cuckoo Filter Structure

Figure 7

Execution time for each iteration of ASCF on a cluster of 4 nodes and both HFIM and YAFIM on a cluster of 5 nodes. (a) T1014D100K dataset: minimum support = 0.25%; (b) chess dataset: minimum support = 85%; (c) retail dataset: minimum support = 0.75%.

(a)

(b)

(c)