Modeling Functional Data Sources as Relations

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Authors: Amarnath Gupta, Simone Santini

Tags: 2004, conceptual modeling

In this paper we present a model of functional access to data that, we argue, is suitable for modeling a class of data repositories characterized by functional access, such as web sites. We discuss the problem of modeling such data sources as a set of relations, of determining whether a given query expressed on these relations can be translated into a combination of functions defined by the data sources, and of finding an optimal plan to do so. We show that, if the data source is modeled as a single relation, an optimal plan can be found in a time linear in the number of functions in the source but, if the source is modeled as a number of relations that can be joined, finding the optimal plan is NP-hard.

Read the full paper here: https://link.springer.com/chapter/10.1007/978-3-540-30464-7_6