An efficient spark-based adaptive windowing for entity matching.

Demetrio Gomes Mestre,Carlos Eduardo Santos Pires,Dimas C. Nascimento,Andreza Raquel Monteiro de Queiroz,Veruska Borges Santos,Tiago Brasileiro Araújo

Journal of Systems and Software（2017）

引用 33|浏览33

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摘要

•A new approach for the Entity Matching task parallelization is proposed.•The idea relies on performing a Spark-based adaptive blocking strategy.•The proposed approach shows significant superior performance efficiency.

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关键词

Adaptive windowing,Entity matching,Load balancing,Spark

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