Quotient Cube: How to Summarize the Semantics of a Data Cube

Summary: Quotient Cube partitions a data cube into homogeneous cells to yield a concise lattice-based semantic summary. Efficient algorithms derive from a base table; optimal for monotone aggregates (COUNT, MIN, MAX, SUM) and locally optimal for AVG. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 8894
Venue: VLDB
Year: 2002
Pagerank: 6.9408892e-05
Overall Rank: 3,585 | 75.09%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 19 of 19 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,838	Mesa: Geo-Replicated, Near Real-Time, Scalable Data Warehousing	2014	VLDB	0.00010353323
2,195	Star-Cubing: Computing Iceberg Cubes by Top-Down and Bottom-Up Integration	2003	VLDB	9.3239483e-05
2,699	Catching the Best Views of Skyline: A Semantic Approach Based on Decisive Subspaces	2005	VLDB	8.2758509e-05
2,854	MRI: Meaningful Interpretations of Collaborative Ratings	2011	VLDB	8.0139911e-05
3,162	High-Dimensional OLAP: A Minimal Cubing Approach	2004	VLDB	7.4622284e-05
3,539	General purpose database summarization	2005	VLDB	6.9925094e-05
4,004	QC-Trees: An Efficient Summary Structure for Semantic OLAP	2003	SIGMOD	6.5401186e-05
4,218	MDL Summarization with Holes	2005	VLDB	6.3436747e-05
4,690	Multi-Structural Databases	2005	PODS	5.9898251e-05
5,806	SOCQET: Semantic OLAP with Compressed Cube and Summarization	2003	SIGMOD	5.3193543e-05
5,991	Sampling Cube: A Framework for Statistical OLAP Over Sampling Data	2008	SIGMOD	5.2385592e-05
6,739	CURE for Cubes: Cubing Using a ROLAP Engine	2006	VLDB	4.9413138e-05
7,172	Summarized Causal Explanations For Aggregate Views	2024	SIGMOD	4.8068645e-05
7,200	Guided Exploration of Data Summaries	2022	VLDB	4.7980895e-05
7,533	Enabling Efficient and General Subpopulation Analytics in Multidimensional Data Streams	2022	VLDB	4.7134753e-05
8,505	ARCube: Supporting Ranking Aggregate Queries in Partially Materialized Data Cubes	2008	SIGMOD	4.4915213e-05
8,639	Efficacious Data Cube Exploration by Semantic Summarization and Compression	2003	VLDB	4.4749814e-05
10,147	Causal Explanations for Disparate Trends: Where and Why?	2026	SIGMOD	4.1905499e-05
11,414	High-dimensional Data Cubes	2022	VLDB	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 0 of 0 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
11	Implementing Data Cubes Efficiently	1996	SIGMOD	0.0011695087
10,906	The Moments Method for Approximate Data Cube Queries	2024	PODS	4.1905499e-05
1,193	Fast Computation of Sparse Datacubes	1997	VLDB	0.00013412915
1,967	Efficient Computation of Iceberg Cubes with Complex Measures	2001	SIGMOD	9.9108189e-05
475	Bottom-Up Computation of Sparse and Iceberg CUBEs	1999	SIGMOD	0.00022238407
7,077	The Polynomial Complexity of Fully Materialized Coalesced Cubes	2004	VLDB	4.8367109e-05
247	On the Computation of Multidimensional Aggregates	1996	VLDB	0.00030923842
5,806	SOCQET: Semantic OLAP with Compressed Cube and Summarization	2003	SIGMOD	5.3193543e-05
4,004	QC-Trees: An Efficient Summary Structure for Semantic OLAP	2003	SIGMOD	6.5401186e-05
8,639	Efficacious Data Cube Exploration by Semantic Summarization and Compression	2003	VLDB	4.4749814e-05