Approximate Data Exchange

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Approximate Data Exchange
Abstract. We introduce approximate data exchange, by relaxing classical data exchange problems such as Consistency and Typechecking to their approximate versions based on Property Testing. It provides a natural framework for consistency and safety questions, which first considers approximate solutions and then exact solutions obtained with a Corrector. We consider a model based on transducers of words and trees, and study -Consistency, i.e., the problem of deciding whether a given source instance I is -close to a source I , whose image by a transducer is also -close to a target schema. We prove that -Consistency has an -tester, i.e. can be solved by looking at a constant fraction of the input I. We also show that -Typechecking on words can be solved in polynomial time, whereas the exact problem is PSPACE-complete. Moreover, data exchange settings can be composed when they are close.
Michel de Rougemont, Adrien Vieilleribière
Added 16 Aug 2010
Updated 16 Aug 2010
Type Conference
Year 2007
Where ICDT
Authors Michel de Rougemont, Adrien Vieilleribière
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