Applications of Information Inequalities to Database Theory Problems

Fuente: arXiv
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Autor principal: Suciu, Dan
Formato: Preprint
Publicado: 2023
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author Suciu, Dan
author_facet Suciu, Dan
contents The paper describes several applications of information inequalities to problems in database theory. The problems discussed include: upper bounds of a query's output, worst-case optimal join algorithms, the query domination problem, and the implication problem for approximate integrity constraints. The paper is self-contained: all required concepts and results from information inequalities are introduced here, gradually, and motivated by database problems.
format Preprint
id arxiv_https___arxiv_org_abs_2304_11996
institution arXiv
publishDate 2023
record_format arxiv
spellingShingle Applications of Information Inequalities to Database Theory Problems
Suciu, Dan
Databases
Information Theory
The paper describes several applications of information inequalities to problems in database theory. The problems discussed include: upper bounds of a query's output, worst-case optimal join algorithms, the query domination problem, and the implication problem for approximate integrity constraints. The paper is self-contained: all required concepts and results from information inequalities are introduced here, gradually, and motivated by database problems.
title Applications of Information Inequalities to Database Theory Problems
topic Databases
Information Theory
url https://arxiv.org/abs/2304.11996