Modeling and maintaining multi-view data warehouses

I. Stanoi, D. Agrawal, A. El Abbadi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Abstract

Data warehouses are designed mostly as centralized systems, and the majority of update maintenance algorithms are tailored for this specific model. Maintenance methods have been proposed either under the assumption of a single view data warehouse, a multi-view centralized model, or a multi-view distributed system with strict synchronization restrictions. We argue that extending this model to a multi-view distribute done, is a practical generalization of the data warehouse system, and the basis for a growing number of applications based on the idea of cooperative views. In this paper we develop a general framework for modeling the maintenance of multi-views in a distributed, decentralized data warehouse, together with an efficient incremental algorithm for view maintenance. To our knowledge, there is no other proposal for a method that incorporates individually and asynchronously updates to different views that are related to each other through derivation dependencies.

Original languageEnglish
Title of host publicationLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
PublisherSpringer Verlag
Pages161-176
Number of pages16
Volume1728
ISBN (Print)3540666869, 9783540666868
Publication statusPublished - 1999
Externally publishedYes
Event18th International Conference on Conceptual Modeling, ER 1999 - Paris, France
Duration: 15 Nov 199918 Nov 1999

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume1728
ISSN (Print)03029743
ISSN (Electronic)16113349

Other

Other18th International Conference on Conceptual Modeling, ER 1999
CountryFrance
CityParis
Period15/11/9918/11/99

Fingerprint

Data warehouses
Data Warehouse
Maintenance
Modeling
Update
Incremental Algorithm
Decentralized
Distributed Systems
Synchronization
Efficient Algorithms
Model
Restriction

ASJC Scopus subject areas

  • Computer Science(all)
  • Theoretical Computer Science

Cite this

Stanoi, I., Agrawal, D., & El Abbadi, A. (1999). Modeling and maintaining multi-view data warehouses. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 1728, pp. 161-176). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 1728). Springer Verlag.

Modeling and maintaining multi-view data warehouses. / Stanoi, I.; Agrawal, D.; El Abbadi, A.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 1728 Springer Verlag, 1999. p. 161-176 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 1728).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Stanoi, I, Agrawal, D & El Abbadi, A 1999, Modeling and maintaining multi-view data warehouses. in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). vol. 1728, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 1728, Springer Verlag, pp. 161-176, 18th International Conference on Conceptual Modeling, ER 1999, Paris, France, 15/11/99.
Stanoi I, Agrawal D, El Abbadi A. Modeling and maintaining multi-view data warehouses. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 1728. Springer Verlag. 1999. p. 161-176. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
Stanoi, I. ; Agrawal, D. ; El Abbadi, A. / Modeling and maintaining multi-view data warehouses. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 1728 Springer Verlag, 1999. pp. 161-176 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
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