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The efficiency of a query execution plan depends on the accuracy of the selectivity estimates given to the query optimiser by the cost model. The cost model makes simplifying assumptions in order to produce said estimates in a timely manner. These assumptions lead to selectivity estimation errors that have dramatic effects on the quality of the resulting query execution plans. A convenient assumption that is ubiquitous among current cost models is to assume that attributes are independent with each other. However, it ignores potential correlations which can have a huge negative impact on the accuracy of the cost model. In this paper we attempt to relax the attribute value independence assumption without unreasonably deteriorating the accuracy of the cost model. We propose a novel approach based on a particular type of Bayesian networks called Chow-Liu trees to approximate the distribution of attribute values inside each relation of a database. Our results on the TPC-DS benchmark show that our method is an order of magnitude. more precise than other approaches whilst remaining reasonably efficient in terms of time and space.

Baseado no exemplo do Metropolis

Master Thesis Template Computer Science, University of Genova

Einfache Vorlage für eine Seminararbeit. Direkt vorbereitet für die FOM Hochschule.

A LaTeX template for writing master thesis at Structural Mechanics and Geotechnical Engineering - LTH

Trabalhos Acadêmicos em Latex usando abnTeX2 para Universidade Estadual do Ceará - UECE. Mais informações acesse https://github.com/thiagodnf/uecetex2

Open source thesis template for Shanghai University of Internation Business and Economics(SUIBE). The source is avaliable on my github page: https://github.com/Yangruipis/SUIBEthesis 这是上海对外经贸大学硕士毕业论文LaTeX 模板,Github主页:https://github.com/Yangruipis/SUIBEthesis 。 (Updated 2018/09/12)

Yogesh Patil's CV. Created with the AltaCV template.

This is the template of a regular article to Mathematica Applicanda — the Annales Societatis Mathematicae Polonae Series III published by Polish Mathematical Society.
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