Optimizing Parallel Reduction on OpenCL FPGA Platform - A Case Study of Frequent Pattern Compression.
Zheming JinHal FinkelPublished in: IPDPS Workshops (2018)
Keyphrases
- frequent patterns
- shared memory
- parallel architecture
- frequent pattern mining
- parallel hardware
- mining algorithm
- parallel programming
- mining frequent patterns
- pattern mining
- real time
- sequential patterns
- association rules
- parallel computing
- message passing
- interesting patterns
- field programmable gate array
- graphics processing units
- parallel execution
- uncertain data
- parallel implementation
- parallel algorithm
- tree structure
- mining frequent
- itemsets
- reconfigurable hardware
- apriori algorithm
- parallel computation
- discovery of frequent patterns
- massively parallel
- sequential pattern mining
- pipelined architecture
- parallel processing
- message passing interface
- frequent itemsets
- minimum support
- hardware implementation
- parallel architectures
- mining frequent itemsets
- transactional databases
- pattern set
- database
- frequent pattern mining algorithms
- data mining
- power reduction
- pattern growth
- embedded systems
- frequent item sets
- hardware design