Materialized View Selection for Multidimensional Datasets

Summary: Introduces PBS, a faster view-selection algorithm matching BPUS’s (0.63−f) guarantee under broad data conditions and performing well beyond them. Partial aggregate materialization can outperform all-or-nothing optimal solutions. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID: 8704
Venue: VLDB
Year: 1998
Pagerank: 0.00013076262
Overall Rank: 942 | 93.54%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Amit Shukla (University of Wisconsin)
2. Prasad M. Deshpande (University of Wisconsin)
3. Jeffrey F. Naughton (University of Wisconsin)

BibTeX Citation

@article{shukla_vldb98,
        title = {{Materialized View Selection for Multidimensional Datasets}},
        author = {Shukla, Amit and Deshpande, Prasad M. and Naughton, Jeffrey F.},
        journal = {PVLDB},
        series = {{VLDB} '98},
        pages = {488--499},
        year = {1998}
}

Incoming Citations (Sorted by Pagerank)

Showing 20 of 20 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
87	Automated Selection of Materialized Views and Indexes for SQL Databases	2000	VLDB	0.00035281619
393	Bottom-Up Computation of Sparse and Iceberg CUBEs	1999	SIGMOD	0.0001934104
822	Pipelining in Multi-Query Optimization	2001	PODS	0.00013807229
943	DynaMat: A Dynamic View Management System for Data Warehouses	1999	SIGMOD	0.00013068595
2,318	Dwarf: Shrinking the PetaCube	2002	SIGMOD	8.7588859e-05
2,496	Star-Cubing: Computing Iceberg Cubes by Top-Down and Bottom-Up Integration	2003	VLDB	8.5025699e-05
3,352	Scalable Pattern Sharing on Event Streams	2016	SIGMOD	7.4932699e-05
3,366	AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics	2018	SIGMOD	7.4748604e-05
4,252	An Adaptive Peer-to-Peer Network for Distributed Caching of OLAP Results	2002	SIGMOD	6.8029543e-05
5,222	CliffGuard: A Principled Framework for Finding Robust Database Designs	2015	SIGMOD	6.3103741e-05
5,348	Crystal: A Unified Cache Storage System for Analytical Databases	2021	VLDB	6.2562688e-05
6,739	Utilizing IDs to Accelerate Incremental View Maintenance	2015	SIGMOD	5.7873433e-05
6,800	FlowCube: Constructing RFID FlowCubes for Multi-Dimensional Analysis of Commodity Flows	2006	VLDB	5.7700096e-05
8,649	ARCube: Supporting Ranking Aggregate Queries in Partially Materialized Data Cubes	2008	SIGMOD	5.3916641e-05
9,484	Context-sensitive Ranking for Document Retrieval	2011	SIGMOD	5.2634238e-05
9,824	Iceberg-cube Computation with PC Clusters	2001	SIGMOD	5.214913e-05
10,404	Stochastic Submodular Data Forgetting	2026	SIGMOD	5.093636e-05
11,609	High-dimensional Data Cubes	2022	VLDB	5.093636e-05
12,713	Composite Subset Measures	2006	VLDB	5.093636e-05
12,859	Proxy-Server Architectures for OLAP	2001	SIGMOD	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 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	0.00071822821
207	On the Computation of Multidimensional Aggregates	1996	VLDB	0.00025088003
324	An Array-Based Algorithm for Simultaneous Multidimensional Aggregates	1997	SIGMOD	0.00021200835
638	Materialized View Selection in a Multidimensional Database	1997	VLDB	0.000154719
654	Storage Estimation for Multidimensional Aggregates in the Presence of Hierarchies	1996	VLDB	0.0001527187
1,083	Fast Computation of Sparse Datacubes	1997	VLDB	0.00012256953
1,732	Caching Multidimensional Queries Using Chunks	1998	SIGMOD	9.9065981e-05

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#	Overall Rank	Paper	Year	Venue
1	4,155	On the Content of Materialized Aggregate Views	2000	PODS
2	559	Optimizing Queries Using Materialized Views: A Practical, Scalable Solution	2001	SIGMOD
3	3,188	On the Complexity of the View-Selection Problem	1999	PODS
4	1,743	Algorithms for Materialized View Design in Data Warehousing Environment	1997	VLDB
5	654	Storage Estimation for Multidimensional Aggregates in the Presence of Hierarchies	1996	VLDB
6	9,403	Materializing Views with Minimal Size To Answer Queries	2003	PODS
7	554	Answering Queries with Aggregation Using Views	1996	VLDB
8	929	Materialized View Selection and Maintenance Using Multi-Query Optimization	2001	SIGMOD
9	12,921	Dynamic Assembly of Views in Data Cubes	1998	PODS
10	638	Materialized View Selection in a Multidimensional Database	1997	VLDB