Research Article

ASCF: Optimization of the Apriori Algorithm Using Spark-Based Cuckoo Filter Structure

Table 4

Abbreviation list.

AbbreviationCorresponding word

ARMAssociation rule mining
ASCFOptimization of the Apriori algorithm using the Spark-based cuckoo filter structure
CEUPMCommunication cost-effective utility-based pattern mining
DMOUMDistributed memory-optimized utility mining
EAFIMEfficient Apriori-based frequent itemset mining approach
FIMFrequent itemset mining
HDFSHadoop distributed file system
HFIMSpark-based hybrid frequent itemset mining algorithm for big data processing
KDDKnowledge discovery in databases
RDDResilient distributed dataset
UBDMUncertain big data mining
YAFIMYet another frequent itemset mining