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Implementing Data Cubes Efficiently (1996)  (Make Corrections)  (248 citations)
Venky Harinarayan, Anand Rajaraman, Jeffrey D. Ullman



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Abstract: Decision support applications involve complex queries on very large databases. Since response times should be small, query optimization is critical. Users typically view the data as multidimensional data cubes. Each cell of the data cube is a view consisting of an aggregation of interest, like total sales. The values of many of these cells are dependent on the values of other cells in the data cube. A common and powerful query optimization technique is to materialize some or all of these cells... (Update)

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Simulated Annealing For Materialized View Selection In - Data Warehousing Environment   (Correct)
Hierarchical Dwarfs for the Rollup Cube - Yannis Sismanis Isis (2003)   (Correct)

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BibTeX entry:   (Update)

V. Harinarayan, A. Rajaraman, and J. D. Ullman. Implementing data cubes efficiently. In Proc. ACM SIGMOD '96, pages 205--216, Montreal, June 1996. http://citeseer.ist.psu.edu/harinarayan96implementing.html   More

@inproceedings{ harinarayan96implementing,
    author = "Venky Harinarayan and Anand Rajaraman and Jeffrey D. Ullman",
    title = "Implementing data cubes efficiently",
    pages = "205--216",
    year = "1996",
    url = "citeseer.ist.psu.edu/harinarayan96implementing.html" }
Citations (may not include all citations):
330   Query Evaluation Techniques for Large Databases (context) - Graefe - 1993
93   Aggregate-Query Processing in Data Warehousing Environments - Gupta, Harinarayan et al. - 1995
68   Including Group-By in Query Optimization - Chaudhuri, Shim - 1994
60   Sampling-Based Estimation of the Number of Distinct Values o.. (context) - Haas, Naughton et al. - 1995
46   Eager Aggregation and Lazy Aggregation - Yan, Larson - 1995
14   Discrete Mathematical Structures with Applications to Comput.. (context) - Tremblay, Manohar - 1975
9   Designing the Data Warehouse On Relational Databases (context) - Group
8   Transaction Processing Performance Council (context) - Raab, Benchmark et al. - 1995
4   Multi-Table Joins Through Bitmapped Join Indexes (context) - O'Neill, Graefe - 1995
4   Multidimensional Analysis: Converting Corporate Data into St.. (context) - Inc
3   Pirahesh Data Cube: A Relational Aggregation Operator Genera.. (context) - Gray, Bosworth et al.
1   Support Decision Makers With a Data Warehouse (context) - Radding - 1995
1   Multidimensional Databases (context) - Xenakis - 1994



The graph only includes citing articles where the year of publication is known.


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Generating Data Integration Mediators that Use Materialization - Zhou, Hull, King (1996)   (Correct)
A Foundation for Multi-Dimensional Databases - Gyssens, Lakshmanan (1997)   (Correct)
Meaningful Change Detection in Structured Data - Sudarshan Chawathe (1997)   (Correct)

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