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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
2939
Venue
SIGMOD
Year
1997
Pagerank
0.00014975448
Overall Rank
963 | 93.31%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 26 of 26 citing papers.

Rank Citing Paper Year Venue Pagerank
470 Materialized Views In Oracle 1998 VLDB 0.00022386815
978 DynaMat: A Dynamic View Management System for Data Warehouses 1999 SIGMOD 0.00014876414
1,054 The Dynamic Yannakakis Algorithm: Compact and Efficient Query Processing Under Updates 2017 SIGMOD 0.00014397587
1,059 Answering Complex SQL Queries Using Automatic Summary Tables 2000 SIGMOD 0.00014370009
1,460 Hypothetical Queries in an OLAP Environment 2000 VLDB 0.00011873918
1,803 Incremental Clustering for Mining in a Data Warehousing Environment 1998 VLDB 0.00010481475
2,026 Lazy Maintenance of Materialized Views 2007 VLDB 9.7466372e-05
3,280 A Layered Aggregate Engine for Analytics Workloads 2019 SIGMOD 7.2813732e-05
3,878 Data Canopy: Accelerating Exploratory Statistical Analysis 2017 SIGMOD 6.6669911e-05
3,944 AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics 2018 SIGMOD 6.6056349e-05
4,004 QC-Trees: An Efficient Summary Structure for Semantic OLAP 2003 SIGMOD 6.5401186e-05
4,084 On the Content of Materialized Aggregate Views 2000 PODS 6.4581296e-05
4,393 Mapping Adaptation under Evolving Schemas 2003 VLDB 6.2184603e-05
4,789 Consistency in a Stream Warehouse 2011 CIDR 5.9144227e-05
4,796 Extending Practical Pre-Aggregation in On-Line Analytical Processing 1999 VLDB 5.9104535e-05
5,440 Shrinking the Warehouse Update Window 1999 SIGMOD 5.5025519e-05
5,849 An Alternative Storage Organization for ROLAP Aggregate Views Based on Cubetrees 1998 SIGMOD 5.3017343e-05
6,620 Performance Issues in Incremental Warehouse Maintenance 2000 VLDB 4.986168e-05
6,830 Stacked Indexed Views in Microsoft SQL Server 2005 SIGMOD 4.9081078e-05
7,205 Kodiak: Leveraging Materialized Views For Very Low-Latency Analytics Over High-Dimensional Web-Scale Data 2016 VLDB 4.7965293e-05
7,251 DEX: Query Execution in a Delta-based Storage System 2017 SIGMOD 4.7839943e-05
8,156 Ajax-based Report Pages as Incrementally Rendered Views 2010 SIGMOD 4.5702024e-05
8,169 Maintenance of Cube Automatic Summary Tables 2000 SIGMOD 4.5662628e-05
8,182 Foreign Keys Open the Door for Faster Incremental View Maintenance 2023 SIGMOD 4.5616384e-05
12,675 Proxy-Server Architectures for OLAP 2001 SIGMOD 4.1905499e-05
12,699 Hierarchical Compact Cube for Range-Max Queries 2000 VLDB 4.1905499e-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 0.0011695087
51 Including Group-By in Query Optimization 1994 VLDB 0.00067060283
55 Efficiently Updating Materialized Views 1986 SIGMOD 0.00065687017
97 Maintaining Views Incrementally 1993 SIGMOD 0.00050863077
247 On the Computation of Multidimensional Aggregates 1996 VLDB 0.00030923842
249 Eager Aggregation and Lazy Aggregation 1995 VLDB 0.00030773137
261 Maintenance Of Views 1984 SIGMOD 0.00029976111
267 Deriving Production Rules for Incremental View Maintenance 1991 VLDB 0.00029818774
402 View Maintenance in a Warehousing Environment 1995 SIGMOD 0.00024179174
482 Incremental Maintenance of Views with Duplicates 1995 SIGMOD 0.00022145976
658 A Performance Analysis of View Materialization Strategies 1987 SIGMOD 0.00018566555
1,395 View Maintenance Issues for the Chronicle Data Model (Extended Abstract) 1995 PODS 0.00012216523
1,428 Algorithms for Deferred View Maintenance 1996 SIGMOD 0.00012030912
2,451 A Framework for Supporting Data Integration Using the Materialized and Virtual Approaches 1996 SIGMOD 8.7851996e-05
3,480 Efficient Maintenance of Materialized Mediated Views (Extended Abstract) 1995 SIGMOD 7.053069e-05
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