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In cloud computing, complex data analysis usually requires accessing multiple data sets. Existing MapReduce-based multi-join mechanism implements the join of multiple data sets by cascade method, which is flexible but poor efficiency. The paper analyzes existing concurrent join models and proposes a Two-Dimension Reducer matrix based Hierarchized Multi-Join model (TD-HMJ). TD-HMJ handles all the "key"...
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