Efficient Multi-way Theta-Join Processing Using MapReduce

Provided by: VLD Digital
Topic: Data Management
Format: PDF
Multi-way Theta-join queries are powerful in describing complex relations and therefore widely employed in real practices. However, existing solutions from traditional distributed and parallel databases for multi-way Theta-join queries cannot be easily extended to fit a shared-nothing distributed computing paradigm, which is proven to be able to sup-port OLAP applications over immense data volumes. In this paper, the authors study the problem of efficient processing of multi-way Theta-join queries using MapReduce from a cost-effective perspective. Although there have been some works using the (key, value) pair-based programming model to support join operations, efficient processing of multi-way Theta-join queries has never been fully explored.

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