OLAP Dimension Constraints
Summary: Introduces a constraint/schema framework for summarizability in general heterogeneous OLAP dimensions via "frozen dimensions"—minimal homogeneous instances that capture mixed ancestor structures. Gives a sound-and-complete implication algorithm with heuristics and complexity analysis. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,439 | OLAP over Imprecise Data with Domain Constraints | 2007 | VLDB | 7.4801591e-05 |
| 4,758 | Colorful XML: One Hierarchy Isn't Enough | 2004 | SIGMOD | 6.5924562e-05 |
| 12,558 | Bridging the Gap between OLAP and SQL | 2005 | VLDB | 5.1725247e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 341 | Regular Path Queries with Constraints | 1997 | PODS | 0.00020799285 |
| 3,260 | Path Constraints on Semistructured and Structured Data | 1998 | PODS | 7.6540792e-05 |
| 4,355 | What can Hierarchies do for Data Warehouses? | 1999 | VLDB | 6.8149304e-05 |
| 5,067 | Extending Practical Pre-Aggregation in On-Line Analytical Processing | 1999 | VLDB | 6.4446353e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,287 | Compacting Transactional Data in Hybrid OLTP&OLAP Databases | 2012 | VLDB | 7.6191205e-05 |
| 1,086 | Simultaneous Optimization and Evaluation of Multiple Dimensional Queries | 1998 | SIGMOD | 0.00012341033 |
| 5,528 | Temporal Queries in OLAP | 2000 | VLDB | 6.2477965e-05 |
| 7,277 | Supporting OLAP Operations over Imperfectly Integrated Taxonomies | 2008 | SIGMOD | 5.7114803e-05 |
| 895 | Intelligent Rollups in Multidimensional OLAP Data | 2001 | VLDB | 0.00013402064 |
| 4,100 | A Foundation for Multi-Dimensional Databases | 1997 | VLDB | 6.9646149e-05 |
| 3,691 | High-Dimensional OLAP: A Minimal Cubing Approach | 2004 | VLDB | 7.2597577e-05 |
| 696 | Explaining differences in multidimensional aggregates | 1999 | VLDB | 0.00015045401 |
| 5,067 | Extending Practical Pre-Aggregation in On-Line Analytical Processing | 1999 | VLDB | 6.4446353e-05 |
| 3,439 | OLAP over Imprecise Data with Domain Constraints | 2007 | VLDB | 7.4801591e-05 |