Market Basket Analysis Algorithm on Map/Reduce in AWS EC2

Provided by: Science & Engineering Research Support soCiety (SERSC)
Topic: Data Management
Format: PDF
As the web, social networking, and smartphone application have been popular, the data has grown drastically every day. Thus, such data is called big data. Google met big data earlier than others and recognized the importance of the storage and computation of big data. Thus, Google implemented its parallel computing platform with MapReduce approach on Google distributed File Systems (GFS) in order to compute big data. MapReduce motivates to redesign and convert the existing sequential algorithms to MapReduce algorithms for big data so that the paper presents market basket analysis algorithm with MapReduce, one of popular data mining algorithms.

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