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About Data Mining Using Clouds: An Experimental Implementation of Apriori Over Mapreduce
This document describes an experimental implementation of the Apriori association rule mining algorithm on the MapReduce framework to analyze large datasets in cloud computing environments. The authors redesigned the sequential Apriori algorithm to support the parallel MapReduce model used in cloud platforms like Amazon EC2. They implemented the proposed parallelized Apriori algorithm on Amazon EC2 and presented preliminary experimental results demonstrating the efficiency of their approach for cloud-assisted data mining.
Detailed Information
Author: | ['Sudhansu Shekhar Patra'] |
---|---|
Publication Year: | 2019 |
Pages: | 8 |
Language: | English |
Format: | |
Price: | FREE |
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