Abstract
NoSQL applications often use denormalized databases in order to meet performance goals, but this introduces complications as the database itself has no understanding of application-level denormalization. In this paper, we describe a procedure for reconstructing a normalized conceptual model from a denormalized NoSQL database. The procedure’s input includes functional and inclusion dependencies, which may be mined from the NoSQL database. Exposing a conceptual model provides application developers with information that can be used to guide application and database evolution.
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CITATION STYLE
Mior, M. J., & Salem, K. (2018). Renormalization of NoSQL database schemas. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 11157 LNCS, pp. 479–487). Springer Verlag. https://doi.org/10.1007/978-3-030-00847-5_34
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