Skip to main content

Managing Evolution of Data Warehouses by Means of Nested Transactions

  • Conference paper

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 4243))

Abstract

In this paper we address problems of managing data warehouses (DWs) that evolve in time and we demonstrate that transactional maintenance of evolving DWs is inevitable. To this end, we propose a nested transaction model. In this model we define 5 types of transactions each of which is responsible for certain tasks. The tasks and properties of these transactions are characterized in the paper.

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   39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   54.99
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

  1. Agrawal, D., El Abbadi, A., Singh, A., Yurek, T.: Efficient View Maintenance at Data Warehouses. In: Proc. of ACM SIGMOD, pp. 417–427 (1997)

    Google Scholar 

  2. Agrawal, R., Gupta, A., Sarawagi, S.: Modeling Multidimensional Databases. In: Proc. of ICDE, pp. 232–243 (1997)

    Google Scholar 

  3. Body, M., Miquel, M., Bédard, Y., Tchounikine, A.: A Multidimensional and Multiversion Structure for OLAP Applications. In: Proc. of DOLAP, pp. 1–6 (2002)

    Google Scholar 

  4. Blaschka, M., Sapia, C., Hofling, G.: On Schema Evolution in Multidimensional Databases. In: Mohania, M., Tjoa, A.M. (eds.) DaWaK 1999. LNCS, vol. 1676, pp. 153–164. Springer, Heidelberg (1999)

    Google Scholar 

  5. Bębel, B.: A Transactional Refreshment of Data Warehouses. Ph.d thesis, Institute of Computing Science, Poznań University of Technology (2005)

    Google Scholar 

  6. Bębel, B., Eder, J., Koncilia, C., Morzy, T., Wrembel, R.: Creation and Management of Versions in Multiversion Data Warehouse. In: Proc. of ACM SAC, pp. 717–723 (2004)

    Google Scholar 

  7. Rundensteiner, E.A., Chen, S., Chen, J.: A Transactional Model for Data Warehouse Maintenance. In: Spaccapietra, S., March, S.T., Kambayashi, Y. (eds.) ER 2002. LNCS, vol. 2503. Springer, Heidelberg (2002)

    Google Scholar 

  8. Chamoni, P., Stock, S.: Temporal Structures in Data Warehousing. In: Mohania, M., Tjoa, A.M. (eds.) DaWaK 1999. LNCS, vol. 1676, pp. 353–358. Springer, Heidelberg (1999)

    Google Scholar 

  9. Chaudhuri, S., Dayal, U.: An overview of data warehousing and OLAP technology. SIGMOD Record 26, 65–74 (1997)

    Article  Google Scholar 

  10. Eder, J., Koncilia, C., Morzy, T.: The COMET Metamodel for Temporal Data Warehouses. In: Pidduck, A.B., et al. (eds.) CAiSE 2002. LNCS, vol. 2348, pp. 83–99. Springer, Heidelberg (2002)

    Chapter  Google Scholar 

  11. Gupta, A., Mumick, I.S. (eds.): Materialized Views: Techniques, Implementations, and Applications. The MIT Press, Cambridge (1999)

    Google Scholar 

  12. Gyssens, M., Lakshmanan, L.V.S.: A Foundation for Multi-Dimensional Databases. In: Proc. of VLDB, pp. 106–115 (1997)

    Google Scholar 

  13. Hurtado, C., Mendelzon, A., Vaisman, A.: Maintaining Data Cubes under Dimension Updates. In: Proc. of ICDE, pp. 346–355 (1999)

    Google Scholar 

  14. Inmon, W.H.: Building the Data Warehouse. John Wiley & Sons, Chichester (1996)

    Google Scholar 

  15. Kimball, R.: The Data Warehouse Toolkit: Practical Techniques for Building Dimensional Data Warehouses. John Wiley & Sons, Chichester (1996)

    Google Scholar 

  16. Kaas, C., Pedersen, T.B., Rasmussen, B.: Schema Evolution for Stars and Snowflakes. In: Proc. of ICEIS, pp. 425–433 (2004)

    Google Scholar 

  17. Rundensteiner, E.A., Liu, B., Chen, S.: A Transactional Approach to Parallel Data Warehouse Maintenance. In: Kambayashi, Y., Winiwarter, W., Arikawa, M. (eds.) DaWaK 2002. LNCS, vol. 2454, pp. 307–316. Springer, Heidelberg (2002)

    Google Scholar 

  18. Marche, S.: Measuring the Stability of Data Models. European Journal of Information Systems 2(1), 37–47 (1993)

    Article  Google Scholar 

  19. Mohania, M., Dong, G.: Algorithms for Adapting Materialized Views in Data Warehouses. In: Proc. of CODAS, pp. 353–354 (1996)

    Google Scholar 

  20. Moss, J.E.B.: Nested Transactions: An Approach to Reliable Distributed Computing. MIT Press, Cambridge (1985)

    Google Scholar 

  21. Mostefaoui, A., Raynal, M., Roy, M., Agrawal, D., El Abbadi, A.: The Lord of the Rings: Efficient Maintenance of Views at Data Warehouses. In: Proc. of DISC, pp. 33–47 (2002)

    Google Scholar 

  22. Mendelzon, A., Vaismann, A.: Temporal Queries in OLAP. In: Proc. of VLDB, pp. 242–253 (2000)

    Google Scholar 

  23. Sjøberg, D.: Quantifying Schema Evolution. Information and Software Technology 35(1), 35–44 (1993)

    Article  Google Scholar 

  24. Zhang, X., Ding, L., Rundensteiner, E.A.: PVM: Parallel View Maintenance under Concurrent Data Updates of Distributed Sources. In: Kambayashi, Y., Winiwarter, W., Arikawa, M. (eds.) DaWaK 2001. LNCS, vol. 2114, pp. 230–239. Springer, Heidelberg (2001)

    Chapter  Google Scholar 

  25. Zhang, X., Rundensteiner, E.: Integrating the maintenance and synchronization of data warehouses using a cooperative framework. Information Systems 27, 219–243 (2002)

    Article  MATH  Google Scholar 

  26. Zhuge, Y., Garcia-Molina, H., Hammer, J., Widom, J.: View Maintenance in Warehousing Environment. In: Proc. of ACM SIGMOD, pp. 316–327 (1995)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2006 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Bebel, B., Królikowski, Z., Wrembel, R. (2006). Managing Evolution of Data Warehouses by Means of Nested Transactions. In: Yakhno, T., Neuhold, E.J. (eds) Advances in Information Systems. ADVIS 2006. Lecture Notes in Computer Science, vol 4243. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11890393_13

Download citation

  • DOI: https://doi.org/10.1007/11890393_13

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-46291-0

  • Online ISBN: 978-3-540-46292-7

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics