Approximate Data Exchange [chapter]

Michel de Rougemont, Adrien Vieilleribière
2006 Lecture Notes in Computer Science  
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 ε-Consistency, i.e., the problem of deciding whether a given source instance I is
more » ... lose to a source I , whose image by a transducer is also ε-close to a target schema. We prove that ε-Consistency has an ε-tester, i.e. can be solved by looking at a constant fraction of the input I. We also show that ε-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., work supported by ACI Vera of the French ministry of research.
doi:10.1007/11965893_4 fatcat:yd4slxwoojgvzka7mdx356ulwa