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Abstract: We propose a data model and a few algebraic operations that provide semantic foundation to multidimensional databases. The distinguishing feature of the proposed model is the symmetric treatment not only of all dimensions but also measures. The model provides support for multiple hierarchies along each dimension and support for adhoc aggregates. The proposed operators are composable, reorderable, and closed in application. These operators are also minimal in the sense that none can be expressed ... (Update)
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BibTeX entry: (Update)
Agrawal, R., Gupta, A., and Sarawagi, S. "Modeling multi-dimensional databases," IBM Research Report , IBM Almaden Research Center, September 1995. http://citeseer.ist.psu.edu/agrawal95modeling.html More
@inproceedings{ agrawal97modeling,
author = "Rakesh Agrawal and A. Gupta and Sunita Sarawagi",
title = "Modeling Multidimensional Databases",
booktitle = "Proc. 13th Int. Conf. Data Engineering, {ICDE}",
month = "7--11~",
publisher = "IEEE Computer Society",
editor = "Alex Gray and Per-{\AA}ke Larson",
isbn = "0-8186-7807-0",
pages = "232--243",
year = "1997",
url = "citeseer.ist.psu.edu/agrawal95modeling.html" }
Citations (may not include all citations):
393
Data cube: A relational aggregation operator generalizing gr..
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248
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197
A relational model for large shared data banks (context) - Codd - 1970
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the computation of multidimensional aggregates
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Index selection for OLAP
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An introduction to spatial database systems (context) - Guting - 1994
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Modeling multidimensional databases
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Temporal Databases: Theory (context) - Tansel, Clifford et al. - 1993
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Storage estimation for multidimensional aggregates in the pr..
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Tables as a paradigm for querying and restructuring
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Hierarchically split cube forests for decision support: desc..
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IEEE Transactions on Knowledge and Data Engineering (context) - Sellis, Ghosh et al. - 1990
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TBSAM: An access method for efficient processing of statisti.. (context) - Srivastava, Tan et al. - 1989
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MD-API the OLAP Application Program Interface Version (context) - Council - 1996
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the semantic completeness of macro-data operators for statis.. (context) - Meo-Evoli, Ricci et al. - 1992
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Multidimensional Analysis: Converting Corporate Data into St.. (context) - Corporation, CA
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Arbor Software Corporation (context) - Colliat, relational et al. - 1995
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Matrix relation for statistical database management (context) - Cicchetti, Lakhal - 1994
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Multidimensionalism and the data warehouse (context) - Erickson - 1995
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What's wrong with SQL (context) - Kimball, Strehlo - 1994
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OLAP: Turning Corporate Data into Business Intelligence (context) - Software, Inc et al.
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True Relational OLAP (context) - Inc, VA
The graph only includes citing articles where the year of publication is known.
Documents on the same site (http://www.almaden.ibm.com/cs/people/sunita/): More
Discovery-driven Exploration of OLAP Data Cubes - Sarawagi, Agrawal, Megiddo (1998)
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Query Processing in Tertiary Memory Databases - Sunita Sarawagi (1995)
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Reordering Query Execution in Tertiary Memory Databases - Sarawagi, Stonebraker (1996)
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