OpenCL Kernel Vectorization on the CPU, GPU, and FPGA: A Case Study with Frequent Pattern Compression.
Zheming JinHal FinkelPublished in: FCCM (2019)
Keyphrases
- graphics processing units
- frequent patterns
- general purpose
- field programmable gate array
- frequent pattern mining
- gpu implementation
- real time
- parallel computing
- mining algorithm
- mining frequent patterns
- pattern mining
- computing systems
- graphics processors
- parallel programming
- parallel processing
- tree structure
- parallel implementation
- uncertain data
- parallel computation
- sequential patterns
- association rules
- efficient implementation
- massively parallel
- itemsets
- floating point
- data structure
- interesting patterns
- frequent item sets
- mining frequent
- sequential pattern mining
- fp tree
- apriori algorithm
- hardware implementation
- minimum support
- discovery of frequent patterns
- processing units
- transaction databases
- frequent itemsets
- heterogeneous computing
- high performance computing
- parallel architectures
- pattern growth
- parallel algorithm
- closed patterns
- commodity hardware
- frequent itemset mining
- data transfer
- frequent sequences
- data mining
- pattern set
- real world