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: 8893
Venue: VLDB
Year: 2002
Pagerank: 6.9421381e-05
Overall Rank: 3,590 | 75.03%
DOI: -

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 19 of 19 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,814	Mesa: Geo-Replicated, Near Real-Time, Scalable Data Warehousing	2014	VLDB	0.00010458107
2,190	Star-Cubing: Computing Iceberg Cubes by Top-Down and Bottom-Up Integration	2003	VLDB	9.3317645e-05
2,696	Catching the Best Views of Skyline: A Semantic Approach Based on Decisive Subspaces	2005	VLDB	8.2814799e-05
2,852	MRI: Meaningful Interpretations of Collaborative Ratings	2011	VLDB	8.0151391e-05
3,157	High-Dimensional OLAP: A Minimal Cubing Approach	2004	VLDB	7.4656511e-05
3,536	General purpose database summarization	2005	VLDB	6.9990821e-05
4,005	QC-Trees: An Efficient Summary Structure for Semantic OLAP	2003	SIGMOD	6.5414308e-05
4,221	MDL Summarization with Holes	2005	VLDB	6.348988e-05
4,693	Multi-Structural Databases	2005	PODS	5.9955924e-05
5,795	SOCQET: Semantic OLAP with Compressed Cube and Summarization	2003	SIGMOD	5.3244898e-05
5,987	Sampling Cube: A Framework for Statistical OLAP Over Sampling Data	2008	SIGMOD	5.2432535e-05
6,736	CURE for Cubes: Cubing Using a ROLAP Engine	2006	VLDB	4.9459588e-05
7,172	Summarized Causal Explanations For Aggregate Views	2024	SIGMOD	4.8114797e-05
7,222	Guided Exploration of Data Summaries	2022	VLDB	4.797186e-05
7,534	Enabling Efficient and General Subpopulation Analytics in Multidimensional Data Streams	2022	VLDB	4.7180004e-05
8,507	ARCube: Supporting Ranking Aggregate Queries in Partially Materialized Data Cubes	2008	SIGMOD	4.4955397e-05
8,640	Efficacious Data Cube Exploration by Semantic Summarization and Compression	2003	VLDB	4.4792752e-05
10,147	Causal Explanations for Disparate Trends: Where and Why?	2026	SIGMOD	4.1945683e-05
11,411	High-dimensional Data Cubes	2022	VLDB	4.1945683e-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	0.0011708144
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5,795	SOCQET: Semantic OLAP with Compressed Cube and Summarization	2003	SIGMOD	5.3244898e-05
4,005	QC-Trees: An Efficient Summary Structure for Semantic OLAP	2003	SIGMOD	6.5414308e-05
8,640	Efficacious Data Cube Exploration by Semantic Summarization and Compression	2003	VLDB	4.4792752e-05