Questions?

Conclusions:

• New algorithm for maximal frequent itemset discovery

• Implementation details matter a lot

• All these algorithms are CPU-bound, minimizing the number of “database scans” is not the right metric

Future work:

• Closed itemsets

• Better understanding of the performance through workload measurements

• Cache-conscious data mining algorithms