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Abstract: . Data analysis applications typically aggregate data across many dimensions looking for anomalies or unusual patterns. The SQL aggregate functions and the GROUP BY operator produce zero-dimensional or one-dimensional aggregates. Applications need the N-dimensional generalization of these operators. This paper defines that operator, called the data cube or simply cube. The cube operator generalizes the histogram, crosstabulation, roll-up, drill-down, and sub-total constructs found in most... (Update)
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BibTeX entry: (Update)
J. Gray, A. Bosworth, A. Layman, and H. Pirahesh. Data cube: A relational aggregation operator generalizing group-by, cross-tab, and sub-totals. In Proc. 12th ICDE, pages 152--159, New Orleans, March 1996. http://citeseer.ist.psu.edu/gray97data.html More
@article{ gray97data,
author = "Jim Gray and Surajit Chaudhuri and Adam Bosworth and Andrew Layman and Don Reichart and Murali Venkatrao and Frank Pellow and Hamid Pirahesh",
title = "Data Cube: {A} Relational Aggregation Operator Generalizing Group-By, Cross-Tab, and Sub-Totals",
journal = "J. Data Mining and Knowledge Discovery",
volume = "1",
number = "1",
publisher = "Kluwer Academic Publishers",
editor = "Usama Fayyad and Heikki Mannila and Gregory Piatetsky-Shapiro",
pages = "29--53",
year = "1997",
url = "citeseer.ist.psu.edu/gray97data.html" }
Citations (may not include all citations):434 Introduction to Database Systems (context) - Date - 1995 ACM
330 Query evaluation techniques for large databases (context) - Graefe - 1993 ACM DBLP
185 the Computation of Multidimensional Aggregates - Agrawal, Deshpande et al. - 1996
150 Understanding the New SQL: A Complete Guide (context) - Melton, Simon - 1993 DBLP
58 Storage estimation for multidimensional aggregates in the pr.. - CA, Deshpande et al. - 1996 ACM DBLP
41 The Benchmark Handbook (context) - Gray - 1991
25 Data cube: A relational operator generalizing group-by (context) - Gray, Bosworth et al. - 1996
8 Using the New DB2---IBM's Object-Relational Database System (context) - Chamberlin - 1996
2 Implementing data cubes efficiently (context) - Harinarayn, Rajaraman et al. - 1996 ACM DBLP
1 Microsoft Access Relational Database Management System for W.. (context) - Robert, Assignee et al. - 1994
1 Aggregate functions (context) - Date - 1996
1 DataBlade Developer's Kit: Users Guide (context) - Kit, Informix et al. - 1996
1 IS 9075 International Standard for Database Language SQL (context) - pp - 1992
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