Efficient Implementation of Large-Scale Multi-Structural Databases
Summary: Multi-structural databases: a unified data model for large-scale, multi-dimensional, hierarchical data, with three optimization-based query types captured in a single framework. Efficient subclass algorithms and a real-time implementation over billions of web documents, aided by random sampling. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. R. Fagin
- 2. Ph. Kolaitis
- 3. R. Kumar
- 4. J. Novak
- 5. D. Sivakumar
- 6. A. Tomkins
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,158 | DIFF: A Relational Interface for Large-Scale Data Explanation | 2019 | VLDB | 9.4117885e-05 |
| 6,686 | Interesting-Phrase Mining for Ad-Hoc Text Analytics | 2010 | VLDB | 4.958137e-05 |
| 8,109 | The Cascading Analysts Algorithm | 2018 | SIGMOD | 4.5807394e-05 |
| 12,395 | Relaxation in Text Search using Taxonomies | 2008 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 3 of 3 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 | 0.0011695087 |
| 4,050 | What can Hierarchies do for Data Warehouses? | 1999 | VLDB | 6.4952391e-05 |
| 4,690 | Multi-Structural Databases | 2005 | PODS | 5.9898251e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,103 | Query Optimization over Web Services | 2006 | VLDB | 9.535409e-05 |
| 1,315 | An Approximate Search Engine for Structural Databases | 2000 | SIGMOD | 0.00012617021 |
| 6,473 | Efficient Search of Multidimensional B-Trees | 1995 | VLDB | 5.0427056e-05 |
| 4,674 | Scalable Multi-Query Optimization for Exploratory Queries over Federated Scientific Databases | 2008 | VLDB | 6.0000019e-05 |
| 3,505 | Efficient and Provable Multi-Query Optimization | 2017 | PODS | 7.0304901e-05 |
| 8,602 | Structure-Aware Sampling: Flexible and Accurate Summarization | 2011 | VLDB | 4.4822166e-05 |
| 74 | Efficient Query Evaluation on Probabilistic Databases | 2004 | VLDB | 0.00057797415 |
| 12,392 | Optimization of Multi-Domain Queries on the Web | 2008 | VLDB | 4.1905499e-05 |
| 7,225 | Efficient Search in Very Large Databases | 1988 | VLDB | 4.7910249e-05 |
| 4,690 | Multi-Structural Databases | 2005 | PODS | 5.9898251e-05 |