SGMiner: A Fast and Scalable GPU-Based Frequent Pattern Miner on SSDs.
Kang-Wook ChonEunjeong YiMin-Soo KimPublished in: IEEE Access (2022)
Keyphrases
- frequent patterns
- frequent pattern mining
- pattern mining
- mining frequent patterns
- mining algorithm
- itemsets
- minimum support
- sequential patterns
- tree structure
- frequent itemsets
- solid state
- interesting patterns
- data structure
- association rules
- association rule mining
- mining frequent
- sequential pattern mining
- data mining techniques
- apriori algorithm
- fp tree
- candidate generation
- uncertain data
- buffer management
- pattern set
- discovery of frequent patterns
- memory efficient
- data mining algorithms
- transactional databases
- pattern growth
- frequent pattern tree
- search space pruning
- multi dimensional
- frequent item sets
- database management systems
- database systems