Abstract
Modern approaches to data analysis often require an intense integration of data from multiple data sources. The gap between utilized data models and schemata of pulled data require a significant effort to unify and deliver a clean view of an integrated data grid. This paper includes a discussion of a data model that challenges the most severe problems of data integration. The discussion includes most common issues in the area of data integration like horizontal, vertical and mixed fragmentation, replication or integrated data storage sparsity. The proposed data model is aimed to be used as a integral part of a polyglot data linkup entity as a central part of integrated environment.
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References
Basu, J., Chanchani, N.: Heterogeneous xml-based data integration. XML Journal (2004)
Chang, F., Zhu, L., Liu, J., Yuan, J., Deng, X.: A universal heterogeneous data integration standard and parse algorithm in real-time database. In: Lu, W., Cai, G., Xing, W.L.W. (eds.) Proceedings of the 2012 International Conference on Information Technology and Software Engineering. LNEE, vol. 211, pp. 709–720. Springer, Heidelberg (2013)
Frank, T.: Xml-based heterogeneous database integration for data warehouse creation. In: PACIS 2005 Proceedings (2005)
Goyal, P.: Enterprise usability of cloud computing environments: Issues and challenges 2010. In: 19th IEEE International Workshops on Enabling Technologies Infrastructures for Collaborative Enterprises, pp. 54–59 (2010)
Liu, G.L., Yang, C.H.: A method of data integration based on cloud. Applied Mechanics and Materials, 433–435 (2013)
Chromiak, M., Stencel, K.: The linkup data structure for heterogeneous data integration platform. In: Kim, T.-H., Lee, Y.-H., Fang, W.-C. (eds.) FGIT 2012. LNCS, vol. 7709, pp. 263–274. Springer, Heidelberg (2012)
Planey, C.R., Butte, A.J.: Database integration of 4923 publicly-available samples of breast cancer molecular and clinical data, pp. 138–142 (2013)
Shiang, W.J., Ho, M.Y.: An interactive tool based on xml technology for data exchange between heterogeneous erp systems. Journal of CIIE 22(4), 273–278 (2005)
Subieta, K.: Impedance mismatch (2008), http://www.sbql.pl/Topics/ImpedanceMismatch.html
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Chromiak, M., Stencel, K. (2014). A Data Model for Heterogeneous Data Integration Architecture. In: Kozielski, S., Mrozek, D., Kasprowski, P., Małysiak-Mrozek, B., Kostrzewa, D. (eds) Beyond Databases, Architectures, and Structures. BDAS 2014. Communications in Computer and Information Science, vol 424. Springer, Cham. https://doi.org/10.1007/978-3-319-06932-6_53
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DOI: https://doi.org/10.1007/978-3-319-06932-6_53
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-06931-9
Online ISBN: 978-3-319-06932-6
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