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Maintenance of Data Cubes and Summary Tables in a Warehouse

Summary: Introduces the summary-delta table method for maintaining aggregate views (data cubes) in warehouses amid ongoing data changes. Addresses efficient maintenance of large sets of summary tables over the same base data, minimizing batch windows and enabling scalable OLAP updates. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h9736f8edb54aa3a2
Venue
SIGMOD
Year
1997
Pagerank
0.00013138723
Overall Rank
904 | 93.95%
DOI
10.1145/253260.253277

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{mumick_sigmod97,
        title = {{Maintenance of Data Cubes and Summary Tables in a Warehouse}},
        author = {Mumick, Inderpal Singh and Quass, Dallan and Mumick, Barinderpal Singh},
        series = {{SIGMOD} '97},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/253260.253277},
        url = {https://dl.acm.org/doi/10.1145/253260.253277},
        year = {1997}
}

Incoming Citations (Sorted by Pagerank)

Showing 27 of 27 citing papers.

Rank Citing Paper Year Venue Pagerank
654 Materialized Views In Oracle 1998 VLDB 0.00015096471
815 The Dynamic Yannakakis Algorithm: Compact and Efficient Query Processing Under Updates 2017 SIGMOD 0.00013682594
953 DynaMat: A Dynamic View Management System for Data Warehouses 1999 SIGMOD 0.0001287248
1,059 Answering Complex SQL Queries Using Automatic Summary Tables 2000 SIGMOD 0.00012224962
1,790 Lazy Maintenance of Materialized Views 2007 VLDB 9.6228433e-05
1,864 Hypothetical Queries in an OLAP Environment 2000 VLDB 9.4653035e-05
1,948 Incremental Clustering for Mining in a Data Warehousing Environment 1998 VLDB 9.30382e-05
2,673 A Layered Aggregate Engine for Analytics Workloads 2019 SIGMOD 8.1276375e-05
3,435 AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics 2018 SIGMOD 7.2845431e-05
3,859 QC-Trees: An Efficient Summary Structure for Semantic OLAP 2003 SIGMOD 6.9540456e-05
3,993 Data Canopy: Accelerating Exploratory Statistical Analysis 2017 SIGMOD 6.8565106e-05
4,246 On the Content of Materialized Aggregate Views 2000 PODS 6.694623e-05
4,283 Mapping Adaptation under Evolving Schemas 2003 VLDB 6.6712962e-05
4,571 Consistency in a Stream Warehouse 2011 CIDR 6.5152755e-05
5,198 Extending Practical Pre-Aggregation in On-Line Analytical Processing 1999 VLDB 6.218781e-05
5,729 An Alternative Storage Organization for ROLAP Aggregate Views Based on Cubetrees 1998 SIGMOD 5.9975458e-05
5,853 Shrinking the Warehouse Update Window 1999 SIGMOD 5.9520872e-05
6,782 Performance Issues in Incremental Warehouse Maintenance 2000 VLDB 5.6677775e-05
6,824 Stacked Indexed Views in Microsoft SQL Server 2005 SIGMOD 5.6568082e-05
7,366 Kodiak: Leveraging Materialized Views For Very Low-Latency Analytics Over High-Dimensional Web-Scale Data 2016 VLDB 5.5268158e-05
7,469 DEX: Query Execution in a Delta-based Storage System 2017 SIGMOD 5.50341e-05
7,550 Foreign Keys Open the Door for Faster Incremental View Maintenance 2023 SIGMOD 5.4809422e-05
8,408 Ajax-based Report Pages as Incrementally Rendered Views 2010 SIGMOD 5.3215712e-05
8,648 Maintenance of Cube Automatic Summary Tables 2000 SIGMOD 5.2812957e-05
10,955 Storing and Indexing Multiple Tables by Interesting Orderings: For Efficient Joins, Groupings, and Updates in Relational Databases 2026 VLDB 4.9605343e-05
13,196 Proxy-Server Architectures for OLAP 2001 SIGMOD 4.9605343e-05
13,220 Hierarchical Compact Cube for Range-Max Queries 2000 VLDB 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 15 of 15 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
11 Implementing Data Cubes Efficiently 1996 SIGMOD 0.00070860346
39 Efficiently Updating Materialized Views 1986 SIGMOD 0.00046445099
62 Maintaining Views Incrementally 1993 SIGMOD 0.00038944207
73 Including Group-By in Query Optimization 1994 VLDB 0.00037420958
213 Eager Aggregation and Lazy Aggregation 1995 VLDB 0.00024695393
214 On the Computation of Multidimensional Aggregates 1996 VLDB 0.00024576033
246 Deriving Production Rules for Incremental View Maintenance 1991 VLDB 0.00023146423
383 Maintenance Of Views 1984 SIGMOD 0.00019446075
388 Incremental Maintenance of Views with Duplicates 1995 SIGMOD 0.0001928135
400 View Maintenance in a Warehousing Environment 1995 SIGMOD 0.00019089369
724 A Performance Analysis of View Materialization Strategies 1987 SIGMOD 0.00014436222
1,150 Algorithms for Deferred View Maintenance 1996 SIGMOD 0.00011766641
2,133 View Maintenance Issues for the Chronicle Data Model (Extended Abstract) 1995 PODS 8.9830012e-05
2,978 A Framework for Supporting Data Integration Using the Materialized and Virtual Approaches 1996 SIGMOD 7.7768335e-05
3,640 Efficient Maintenance of Materialized Mediated Views (Extended Abstract) 1995 SIGMOD 7.1242859e-05
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