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

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left">Dataset</td><td class="align_center">ASCF (s)</td><td class="align_center">HFIM (s)</td><td class="align_center">YAFIM (s)</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">T10I4D100K</td><td class="align_center">58.6</td><td class="align_center">157</td><td class="align_center">199</td></tr><tr><td class="align_left">Chess</td><td class="align_center">26.7</td><td class="align_center">104</td><td class="align_center">136</td></tr><tr><td class="align_left">Retail</td><td class="align_center">11.4</td><td class="align_center">196</td><td class="align_center">222</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Total execution time for ASCF, HFIM, and YAFIM.</div>

International Journal of Intelligent Systems

tab3

Table 3

Table 3: ASCF: Optimization of the Apriori Algorithm Using Spark-Based Cuckoo Filter Structure 