Acceleration of Frequent Itemset Mining on FPGA using SDAccel and Vivado HLS.
Vinh DangKevin SkadronPublished in: ASAP (2017)
Keyphrases
- frequent itemset mining
- frequent itemsets
- itemsets
- pattern mining
- field programmable gate array
- sequential pattern mining
- association rule mining
- data mining
- graph mining
- hardware implementation
- itemset mining
- frequent pattern mining
- apriori algorithm
- mining algorithm
- sequential patterns
- association rules
- mining frequent
- uncertain databases
- pattern growth
- transactional databases
- interestingness measures
- databases
- website
- data streams
- transaction databases
- frequent patterns
- mining frequent itemsets
- multi dimensional