GPU-Accelerated Apriori Algorithm

This paper propose a parallel Apriori algorithm based on GPU (GPUApriori) for frequent itemsets mining, and designs a storage structure using bit table (BIT) matrix to replace the traditional storage mode. In addition, parallel computing scheme on GPU is discussed. The experimental results show that GPUApriori algorithm can effectively improve the efficiency of frequent itemsets mining