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Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 6413))

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Abstract

The automatic generation of components from abstract models greatly facilitates information systems evolution, as changes to the model are easier to comprehend than changes to program code or service definitions. At each evolutionary step, however, any data already held in the system must be migrated to the new version, and to do this manually can be time-consuming and error-prone. This paper shows that it is possible to generate, automatically, an appropriate sequence of data transformations. It shows also how the applicability of a sequence of transformations may be calculated in advance, and used to check that a proposed evolution will preserve semantic integrity.

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References

  1. Ambler, S.W., Sadalage, P.J.: Refactoring Databases: Evolutionary Database Design (Addison Wesley Signature Series). Addison-Wesley Professional, Reading (2006)

    Google Scholar 

  2. Banerjee, J., Kim, W., Kim, H.J., Korth, H.F.: Semantics and implementation of schema evolution in object-oriented databases. SIGMOD 16(3) (1987)

    Google Scholar 

  3. Curino, C., Moon, H.J., Zaniolo, C.: Graceful database schema evolution: the prism workbench. PVLDB 1(1), 761–772 (2008)

    Google Scholar 

  4. Davies, J., Crichton, C., Crichton, E., Neilson, D., Sørensen, I.H.: Formality, evolution, and model-driven software engineering. ENTCS 130 (2005)

    Google Scholar 

  5. Davies, J., Welch, J., Cavarra, A., Crichton, E.: On the Generation of Object Databases using Booster. In: Proceedings of ICECCS 2006 (2006)

    Google Scholar 

  6. Eclipse Compare Project (2009), http://www.eclipse.org/modeling/emft/?project=compare

  7. Ferrandina, F., Meyer, T., Zicari, R., Ferran, G., Madec, J.: Schema and database evolution in the O2 object database system. In: VLDB 1995 (1995)

    Google Scholar 

  8. Fowler, M., Beck, K., Brant, J., Opdyke, W., Roberts, D.: Refactoring: Improving the Design of Existing Code. Addison-Wesley Professional, Reading (1999)

    Google Scholar 

  9. Jing, J., Claypool, K.T., Rundensteiner, E.A.: SERF: Schema Evolution through an Extensible, Reusable and Flexible Framework. In: Int. Conf. on Information and Knowledge Management (1998)

    Google Scholar 

  10. Kleppe, A., Warmer, J., Bast, W.: MDA Explained. The Model Driven Architecture: Practice and Promise. Addison-Wesley, Reading (2003)

    Google Scholar 

  11. Lagarde, F., Terrier, F., Andre, C., Gerard, S.: Extending OCL to ensure model transformations. In: ER Workshops 2007, Springer, Heidelberg (2007)

    Google Scholar 

  12. Mens, T., Tourwe, T.: A survey of software refactoring. IEEE Trans. Softw. Eng. 30(2), 126–139 (2004)

    Article  Google Scholar 

  13. Object Management Group: Common Warehouse Metamodel (2003)

    Google Scholar 

  14. Object Management Group: UML 2.0 Testing Profile (2007)

    Google Scholar 

  15. Object Management Group (ed.): Meta Object Facility (MOF) 2.0 Query/View/ Transformation Specification. OMG, 1.0 edn (2008)

    Google Scholar 

  16. Papastefanatos, G., Vassiliadis, P., Simitsis, A., Vassiliou, Y.: Hecataeus: Regulating schema evolution. In: ICDE, pp. 1181–1184 (2010)

    Google Scholar 

  17. Queralt, A., Teniente, E.: Reasoning on UML class diagrams with OCL constraints. In: Embley, D.W., Olivé, A., Ram, S. (eds.) ER 2006. LNCS, vol. 4215, pp. 497–512. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  18. Tokuda, L., Batory, D.: Evolving object-oriented designs with refactorings. Automated Software Engineering 8(1), 89–120 (2001)

    Article  MATH  Google Scholar 

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Aboulsamh, M., Crichton, E., Davies, J., Welch, J. (2010). Model-Driven Data Migration. In: Trujillo, J., et al. Advances in Conceptual Modeling – Applications and Challenges. ER 2010. Lecture Notes in Computer Science, vol 6413. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-16385-2_35

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  • DOI: https://doi.org/10.1007/978-3-642-16385-2_35

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-16384-5

  • Online ISBN: 978-3-642-16385-2

  • eBook Packages: Computer ScienceComputer Science (R0)

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