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Titlebook: Beyond Databases, Architectures and Structures. Advanced Technologies for Data Mining and Knowledge ; 12th International C Stanisław Koziel

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The Evaluation of Map-Reduce Join Algorithmss has been proposed, although many of them cannot be easily classified using old Map-Side/Reduce-Side distinction. The main goal of this paper is to propose the taxonomy of the existing join algorithms and provide their evaluation.
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1865-0929 ures and algorithms for efficient data processing; data warehousing and OLAP; natural language processing, ontologies and semantic Web; bioinformatics and biomedical data analysis; data processing tools; novel applications of database systems..978-3-319-34098-2978-3-319-34099-9Series ISSN 1865-0929 Series E-ISSN 1865-0937
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Anthony M. Graziano,James N. Katz the comprehensive assessment of the object, it becomes necessary to use computational intelligence methods. This paper presents a rough sets approach to multicriteria rating of objects on the example of historical buildings.
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Peter M. Lewinsohn,Harry M. Hobermanped to leverage the joins using non-equality conditions. In this paper, we propose the enhancement to cross-join based algorithms, like Strict-Even Join, by handling the equality and non-equality conditions separately.
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