Fast Algorithms For Hierarchical Range Histogram Construction
Summary: Near-linear-time algorithms for constructing histograms of measure distributions under hierarchical range selections, using dynamic programming and a novel "sparse intervals" concept. First practical, space-for-time tradeoff approach preserving accuracy with empirical validation. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Sudipto Guha
- 2. Nick Koudas
- 3. Divesh Srivastava
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,727 | QuickSel: Quick Selectivity Learning with Mixture Models | 2020 | SIGMOD | 0.00010731889 |
| 2,312 | Extreme Visualization: Squeezing a Billion Records into a Million Pixels | 2008 | SIGMOD | 9.0599303e-05 |
| 2,752 | REHIST: Relative Error Histogram Construction Algorithms | 2004 | VLDB | 8.1723418e-05 |
| 6,292 | Ad-Hoc Aggregations of Ranked Lists in the Presence of Hierarchies | 2008 | SIGMOD | 5.1209778e-05 |
| 7,460 | Compact Histograms for Hierarchical Identifiers | 2006 | VLDB | 4.7198214e-05 |
| 7,725 | Consistent Histograms In The Presence of Distinct Value Counts | 2009 | VLDB | 4.6621296e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1 | Access Path Selection in a Relational Database Management System | 1979 | SIGMOD | 0.0040465394 |
| 63 | Improved Histograms for Selectivity Estimation of Range Predicates | 1996 | SIGMOD | 0.00063595699 |
| 114 | Equi-Depth Histograms For Estimating Selectivity Factors For Multi-Dimensional Queries | 1988 | SIGMOD | 0.00046317654 |
| 223 | Wavelet-Based Histograms for Selectivity Estimation | 1998 | SIGMOD | 0.00032829841 |
| 326 | Optimal Histograms with Quality Guarantees | 1998 | VLDB | 0.0002737538 |
| 3,292 | Optimal and Approximate Computation of Summary Statistics for Range Aggregates | 2001 | PODS | 7.2598265e-05 |
| 4,018 | Optimal Histograms for Hierarchical Range Queries (Extended Abstract) | 2000 | PODS | 6.5250686e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,162 | High-Dimensional OLAP: A Minimal Cubing Approach | 2004 | VLDB | 7.4622284e-05 |
| 4,443 | Hierarchical Cubes for Range-Sum Queries | 1999 | VLDB | 6.1772772e-05 |
| 3,292 | Optimal and Approximate Computation of Summary Statistics for Range Aggregates | 2001 | PODS | 7.2598265e-05 |
| 223 | Wavelet-Based Histograms for Selectivity Estimation | 1998 | SIGMOD | 0.00032829841 |
| 12,699 | Hierarchical Compact Cube for Range-Max Queries | 2000 | VLDB | 4.1905499e-05 |
| 275 | Approximate Computation of Multidimensional Aggregates of Sparse Data Using Wavelets | 1999 | SIGMOD | 0.00029381206 |
| 1,363 | Range Queries in OLAP Data Cubes | 1997 | SIGMOD | 0.00012380611 |
| 849 | Dynamic Multidimensional Histograms | 2002 | SIGMOD | 0.00015919478 |
| 5,832 | Fast and Near–Optimal Algorithms for Approximating Distributions by Histograms | 2015 | PODS | 5.3085972e-05 |
| 4,018 | Optimal Histograms for Hierarchical Range Queries (Extended Abstract) | 2000 | PODS | 6.5250686e-05 |