Skip to main content

An Algebra for Capability Object Interoperability of Heterogeneous Data Integration Systems

  • Conference paper

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 3399))

Abstract

In heterogeneous data integration systems, there can be a wide variety of different data sources, which support query interfaces with very varied capabilities. Constrained by the expressiveness of the access interfaces, data integration systems from multiple sources have to cope with different and limited capabilities of the sources. At the same time, several contemporary integration systems export their mediator capabilities in the same way as those of data sources, thus making it hard for them to be integrated by other mediators. In this paper, we propose a capability object conceptual model to capture a rich variety of query-processing capabilities of sources’ and outline an algebra to compute the set of mediator-supported queries based on the capability limitations of the sources they integrate. Our work highlights the capability computing approach that enables interoperation among various sources by computing the capability objects associated with them towards scalable application integration. Not only is the process of interoperation semi-automatic and timesaving, but also, often, the end-users have idea of the capabilities of mediator and get a better insight on which queries to submit to the mediator. Finally, we show the properties of the algebraic operators. Query optimization is enabled based on the properties of the algebraic operators.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   129.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  • Wiederhold, G.: Mediators in the Architecture of Future Information Systems. IEEE Computer Magazine 25, 38–49 (1992)

    Google Scholar 

  • Li, C., Yerneni, R., Vassalos, V., Papakonstantinou, Y., Garcia-Molina, H., Ullman, J., Valiveti, M.: Capability Based Mediation in TSIMMIS. In: Proceedings of ACM SIGMOD Conference, vol. 27, pp. 564–566 (1998)

    Google Scholar 

  • Levy, A.: The Information Manifold Approach to Data Integration. IEEE Intelligent Systems 13, 12–16 (1998)

    Google Scholar 

  • Subrahmanian, V.S., Adali, S., Brink, A., Emery, R., Lu, J., Rajput, A., Rogers, T., Ross, R., Ward, C.: Hermes: A Heterogeneous Reasoning and Mediator System. Technical report. University of Maryland (1995)

    Google Scholar 

  • Haas, L., Kossman, D., Wimmers, E., Yang, J.: Optimizing Queries across Diverse Data Sources. In: VLDB, pp. 276–285 (1997)

    Google Scholar 

  • Kapitskaia, O., Tomasic, A., Valduriez, P.: Scaling Heterogeneous Databases and the Design of Disco. INRIA Technical Report (1997)

    Google Scholar 

  • Morris, K., Ullman, J., Gelder, A.: Design Overview of the NAIL! System. In: Proceedings on Third International Conference on Logic Programming, London, United Kingdom, pp. 554–568 (1986)

    Google Scholar 

  • Eckman, B., Lacroix, Z., Raschid, L.: Optimized Seamless Integration of Biomolecular Data. In: Proceedings of the IEEE 2nd International Symposium on Bioinformatics and Bioengineering Conference, Washington DC, pp. 23–32 (2001)

    Google Scholar 

  • Lacroix, Z.: Web Data Retrieval and Extraction. Data & Knowledge Engineering 44, 347–367 (2003)

    Article  Google Scholar 

  • Yerneni, R., Li, C., Garcia-Molina, H., Ullman, J.: Computing Capabilities of Mediators. In: Proceedings of ACM SIGMOD Conference, vol. 28, pp. 443–454 (1999)

    Google Scholar 

  • Hakimpour, F., Geppert, A.: Global Schema Generation Using Formal Ontologies. In: Proceedings of the 21st International Conference on Conceptual Modeling, pp. 307–321 (2002)

    Google Scholar 

  • Hakimpour, F., Geppert, A.: Resolving Semantic Heterogeneity in Schema Integration: an Ontology Based Approach. In: Proceedings of the International Conference on Formal Ontology in Information Systems, USA, pp. 297–308 (2001)

    Google Scholar 

  • Vidal, M.E., Raschid, L.: Websrcmed: A Mediator for Scaling up to Multiple Web Accessible Sources (websources). (1998), ftp://www.umiacs.umd.edu/pub/mvidal/websrcmed.ps

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2005 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Tang, J., Zhang, W., Xiao, W. (2005). An Algebra for Capability Object Interoperability of Heterogeneous Data Integration Systems. In: Zhang, Y., Tanaka, K., Yu, J.X., Wang, S., Li, M. (eds) Web Technologies Research and Development - APWeb 2005. APWeb 2005. Lecture Notes in Computer Science, vol 3399. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-31849-1_34

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-31849-1_34

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-25207-8

  • Online ISBN: 978-3-540-31849-1

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics