A Foundation for Multi-dimensional Databases.
Marc Gyssens, Laks V. S. Lakshmanan:
A Foundation for Multi-dimensional Databases.
VLDB 1997: 106-115@inproceedings{DBLP:conf/vldb/GyssensL97,
author = {Marc Gyssens and
Laks V. S. Lakshmanan},
editor = {Matthias Jarke and
Michael J. Carey and
Klaus R. Dittrich and
Frederick H. Lochovsky and
Pericles Loucopoulos and
Manfred A. Jeusfeld},
title = {A Foundation for Multi-dimensional Databases},
booktitle = {VLDB'97, Proceedings of 23rd International Conference on Very
Large Data Bases, August 25-29, 1997, Athens, Greece},
publisher = {Morgan Kaufmann},
year = {1997},
isbn = {1-55860-470-7},
pages = {106-115},
ee = {db/conf/vldb/GyssensL97.html},
crossref = {DBLP:conf/vldb/97},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
BibTeX
Abstract
We present a multi-dimensional database model, which we believe can
serve as a conceptual model for On-Line Analytical Processing
(OLAP)-based applications. Apart from providing the functionalities
necessary for OLAP-based applications, the main feature of the model
we propose is a clear separation between structural aspects and the
contents. This separation of concerns allows us to define data
manipulation languages in a reasonably simple, transparent way. In
particular, we show that the data cube operator can be expressed easily.
Concretely, we define an algebra and a calculus and show them to be
equivalent. We conclude by comparing our approach to related work.
The conceptual multi-dimensional database model developed here is
orthogonal to its implementation, which is not a subject of the
present paper.
Copyright © 1997 by the VLDB Endowment.
Permission to copy without fee all or part of this material is granted provided that the copies are not made or
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is by the permission of the Very Large Data Base
Endowment. To copy otherwise, or to republish, requires
a fee and/or special permission from the Endowment.
Online Paper
CDROM Version: Load the CDROM "Volume 1 Issue 5, VLDB '89-'97" and ...
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BibTeX
Printed Edition
Matthias Jarke, Michael J. Carey, Klaus R. Dittrich, Frederick H. Lochovsky, Pericles Loucopoulos, Manfred A. Jeusfeld (Eds.):
VLDB'97, Proceedings of 23rd International Conference on Very Large Data Bases, August 25-29, 1997, Athens, Greece.
Morgan Kaufmann 1997, ISBN 1-55860-470-7
Contents BibTeX
Electronic Edition
From CS Dept.,
University Trier (Germany)
URL
Concodia
University Database Research
References
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ICDE 1997: 232-243 BibTeX
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On the Computation of Multidimensional Aggregates.
VLDB 1996: 506-521 BibTeX
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SIGMOD Conference 1995: 448 BibTeX
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OLAP, Relational, and Multidimensional Database Systems.
SIGMOD Record 25(3): 64-69(1996) BibTeX
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Metafinite Model Theory.
LCC 1994: 313-366 BibTeX
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Data Cube: A Relational Aggregation Operator Generalizing Group-By, Cross-Tab, and Sub-Total.
ICDE 1996: 152-159 BibTeX
- [GLS96]
- Marc Gyssens, Laks V. S. Lakshmanan, Iyer N. Subramanian:
Tables as a Paradigm for Querying and Restructuring.
PODS 1996: 93-103 BibTeX
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Equivalence of Relational Algebra and Relational Calculus Query Languages Having Aggregate Functions.
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OLAP and Statistical Databases: Similarities and Differences.
CIKM 1996: 5 BibTeX
Referenced by
- Panos Vassiliadis, Timos K. Sellis:
A Survey of Logical Models for OLAP Databases.
SIGMOD Record 28(4): 64-69(1999)
- Arunprasad P. Marathe, Kenneth Salem:
Query Processing Techniques for Arrays.
SIGMOD Conference 1999: 323-334
- Torben Bach Pedersen, Christian S. Jensen:
Multidimensional Data Modeling for Complex Data.
ICDE 1999: 336-345
- Carlos A. Hurtado, Alberto O. Mendelzon, Alejandro A. Vaisman:
Maintaining Data Cubes under Dimension Updates.
ICDE 1999: 346-355
- Jana Lewerenz, Klaus-Dieter Schewe, Bernhard Thalheim:
Modelling Data Warehouses and OLAP Applications by Means of Dialogue Objects.
ER 1999: 354-368
- Thomas Feyer, Bernhard Thalheim:
E/R Based Scenario Modeling for Rapid Prototyping of Web Information Services.
ER (Workshops) 1999: 253-263
- Juan Trujillo, Manuel Palomar, Jaime Gómez:
Detecting Patterns and OLAP Operations in the GOLD Model.
DOLAP 1999: 48-53
- Carlos A. Hurtado, Alberto O. Mendelzon, Alejandro A. Vaisman:
Updating OLAP Dimensions.
DOLAP 1999: 60-66
- Frédéric Gingras, Laks V. S. Lakshmanan:
nD-SQL: A Multi-Dimensional Language for Interoperability and OLAP.
VLDB 1998: 134-145
- Panos Vassiliadis:
Modeling Multidimensional Databases, Cubes and Cube Operations.
SSDBM 1998: 53-62
- Stijn Dekeyser, Bart Kuijpers, Jan Paredaens, Jef Wijsen:
Nested Data Cubes for OLAP (Extended Abstract).
ER Workshops 1998: 129-140
- Wolfgang Lehner:
Modelling Large Scale OLAP Scenarios.
EDBT 1998: 153-167
- Luca Cabibbo, Riccardo Torlone:
A Logical Approach to Multidimensional Databases.
EDBT 1998: 183-197
- Juan Trujillo, Manuel Palomar:
An Object-Oriented Approach to Multidimensional Database Conceptual Modeling.
DOLAP 1998: 16-21
- Oscar Mangisengi, A. Min Tjoa:
A Multidimensional Modeling Approach for OLAP within the Framework on the Relational Model based on Quotient Relations.
DOLAP 1998: 40-46
- Matteo Golfarelli, Stefano Rizzi:
Methodological Framework for Data Warehouse Design.
DOLAP 1998: 3-9
BibTeX
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