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 |
|---|---|---|---|---|
| 3,372 | OLAP over Imprecise Data with Domain Constraints | 2007 | VLDB | 7.1683982e-05 |
| 3,716 | Colorful XML: One Hierarchy Isn't Enough | 2004 | SIGMOD | 6.8214504e-05 |
| 12,549 | Bridging the Gap between OLAP and SQL | 2005 | VLDB | 4.1945683e-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 |
|---|---|---|---|---|
| 274 | Regular Path Queries with Constraints | 1997 | PODS | 0.00029390022 |
| 3,257 | Path Constraints on Semistructured and Structured Data | 1998 | PODS | 7.3151681e-05 |
| 4,043 | What can Hierarchies do for Data Warehouses? | 1999 | VLDB | 6.5015013e-05 |
| 4,796 | Extending Practical Pre-Aggregation in On-Line Analytical Processing | 1999 | VLDB | 5.9152598e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,689 | Compacting Transactional Data in Hybrid OLTP&OLAP Databases | 2012 | VLDB | 6.8396366e-05 |
| 829 | Simultaneous Optimization and Evaluation of Multiple Dimensional Queries | 1998 | SIGMOD | 0.0001618536 |
| 4,040 | Temporal Queries in OLAP | 2000 | VLDB | 6.5069749e-05 |
| 1,000 | Intelligent Rollups in Multidimensional OLAP Data | 2001 | VLDB | 0.00014709252 |
| 6,959 | Supporting OLAP Operations over Imperfectly Integrated Taxonomies | 2008 | SIGMOD | 4.8857059e-05 |
| 4,356 | A Foundation for Multi-Dimensional Databases | 1997 | VLDB | 6.2578525e-05 |
| 3,157 | High-Dimensional OLAP: A Minimal Cubing Approach | 2004 | VLDB | 7.4656511e-05 |
| 767 | Explaining differences in multidimensional aggregates | 1999 | VLDB | 0.00016981309 |
| 4,796 | Extending Practical Pre-Aggregation in On-Line Analytical Processing | 1999 | VLDB | 5.9152598e-05 |
| 3,372 | OLAP over Imprecise Data with Domain Constraints | 2007 | VLDB | 7.1683982e-05 |