Market Basket Analysis Algorithm with Map/Reduce of Cloud Computing
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Market Basket Analysis Algorithm with Map/Reduce of Cloud Computing presented at PDPTA 2011 (http://www.world-academy-of-science.org/worldcomp11/ws/conferences/pdpta11)
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Market Basket Analysis Algorithm with Map/Reduce of Cloud Computing
- 1. Market Basket Analysis Algorithm with Map/Reduce of Cloud Computing 2011 PDPTA Jongwook Woo, PhD [email_address] High-Performance Internet Computing Center (HiPIC) Computer Information Systems Department California State University, Los Angeles
- 3. What is Map/Reduce Cloud Computing Cloudera HortonWorks AWS Parallel Computing
- 18. Map/Reduce for MBA … … Map 1 () Map 2 () Map m () Reduce 1 () Reduce l () Data Aggregation/Combine ((coke, pizza), <1, 1, …, 1>) ((ham, juice), <1, 1, …, 1>) ((coke, pizza), 3,421) ((ham, juice), 2,346) Input Trax Data Reduce 2 () ((coke, pizza), 1) ((bear, corn), 1) … ((ham, juice), 1) ((coke, pizza), 1) …