Materialized View Selection for Multidimensional Datasets*

Summary: PBS, a faster materialized view selector for multidimensional data, matches BPUS's (0.63 - f) approximation bound under broad conditions. Empirical results show PBS remains strong beyond assumptions; partial precomputation of aggregates can surpass prior optima. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 8513
Venue: VLDB
Year: 1998
Pagerank: 0.00014619259
Overall Rank: 1,021 | 92.90%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 20 of 20 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
158	Automated Selection of Materialized Views and Indexes for SQL Databases	2000	VLDB	0.00040071492
472	Bottom-Up Computation of Sparse and Iceberg CUBEs	1999	SIGMOD	0.00022346384
977	Pipelining in Multi-Query Optimization	2001	PODS	0.0001488881
981	DynaMat: A Dynamic View Management System for Data Warehouses	1999	SIGMOD	0.00014879532
2,190	Star-Cubing: Computing Iceberg Cubes by Top-Down and Bottom-Up Integration	2003	VLDB	9.3317645e-05
2,662	Dwarf: Shrinking the PetaCube	2002	SIGMOD	8.3532302e-05
3,944	AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive Analytics	2018	SIGMOD	6.6078243e-05
4,007	Scalable Pattern Sharing on Event Streams	2016	SIGMOD	6.5397067e-05
4,078	An Adaptive Peer-to-Peer Network for Distributed Caching of OLAP Results	2002	SIGMOD	6.4677625e-05
5,581	CliffGuard: A Principled Framework for Finding Robust Database Designs	2015	SIGMOD	5.424205e-05
6,149	Crystal: A Unified Cache Storage System for Analytical Databases	2021	VLDB	5.1847534e-05
6,967	FlowCube: Constructing RFID FlowCubes for Multi-Dimensional Analysis of Commodity Flows	2006	VLDB	4.8803582e-05
6,968	Utilizing IDs to Accelerate Incremental View Maintenance	2015	SIGMOD	4.8801295e-05
8,507	ARCube: Supporting Ranking Aggregate Queries in Partially Materialized Data Cubes	2008	SIGMOD	4.4955397e-05
9,335	Context-sensitive Ranking for Document Retrieval	2011	SIGMOD	4.3556432e-05
9,688	Iceberg-cube Computation with PC Clusters	2001	SIGMOD	4.3047774e-05
10,116	Stochastic Submodular Data Forgetting	2026	SIGMOD	4.1945683e-05
11,411	High-dimensional Data Cubes	2022	VLDB	4.1945683e-05
12,520	Composite Subset Measures	2006	VLDB	4.1945683e-05
12,666	Proxy-Server Architectures for OLAP	2001	SIGMOD	4.1945683e-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	0.0011708144
247	On the Computation of Multidimensional Aggregates	1996	VLDB	0.00030927763
366	An Array-Based Algorithm for Simultaneous Multidimensional Aggregates	1997	SIGMOD	0.0002552977
593	Storage Estimation for Multidimensional Aggregates in the Presence of Hierarchies	1996	VLDB	0.00019536993
681	Materialized View Selection in a Multidimensional Database	1997	VLDB	0.00018203591
1,191	Fast Computation of Sparse Datacubes	1997	VLDB	0.00013434201
1,887	Caching Multidimensional Queries Using Chunks	1998	SIGMOD	0.00010204659

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
4,082	On the Content of Materialized Aggregate Views	2000	PODS	6.4639136e-05
731	Optimizing Queries Using Materialized Views: A Practical, Scalable Solution	2001	SIGMOD	0.00017468889
3,074	On the Complexity of the View-Selection Problem	1999	PODS	7.6110034e-05
1,911	Algorithms for Materialized View Design in Data Warehousing Environment	1997	VLDB	0.00010120234
593	Storage Estimation for Multidimensional Aggregates in the Presence of Hierarchies	1996	VLDB	0.00019536993
9,259	Materializing Views with Minimal Size To Answer Queries	2003	PODS	4.3690661e-05
584	Answering Queries with Aggregation Using Views	1996	VLDB	0.0001971526
1,112	Materialized View Selection and Maintenance Using Multi-Query Optimization	2001	SIGMOD	0.00013917776
12,728	Dynamic Assembly of Views in Data Cubes	1998	PODS	4.1945683e-05
681	Materialized View Selection in a Multidimensional Database	1997	VLDB	0.00018203591