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Range-Consistent Answers of Aggregate Queries under Aggregate Constraints

机译:聚合约束下的聚合查询的范围一致答案

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A framework for computing range-consistent answers of aggregate queries in the presence of aggregate constraints is introduced. The range-consistent answer of an aggregate query is the narrowest interval containing all the answers of the query evaluated on every possible repaired database. A wide form of aggregate constraints is considered, consisting of linear inequalities on aggregate-sum functions. In this setting, three types of aggregate queries are investigated, namely SUM, MIN, MAX queries. Our approach computes consistent answers by solving Integer Linear Programming (ILP) problem instances, thus enabling well-established techniques for ILP resolution to be exploited.
机译:介绍了在存在聚合约束的情况下计算聚合查询的范围 - 一致答案的框架。聚合查询的范围一致答案是包含在每个可能的修复数据库上评估的查询的所有答案的最窄间隔。考虑广泛的聚合约束,包括在总和函数上的线性不等式组成。在此设置中,调查了三种类型的聚合查询,即SUM,MIN,MAX查询。我们的方法通过求解整数线性编程(ILP)问题实例来计算一致的答案,从而能够利用ILP分辨率的良好建立的技术。

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