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 |
|---|---|---|---|---|
| 1,737 | QuickSel: Quick Selectivity Learning with Mixture Models | 2020 | SIGMOD | 0.00010720294 |
| 2,301 | Extreme Visualization: Squeezing a Billion Records into a Million Pixels | 2008 | SIGMOD | 9.0672364e-05 |
| 2,748 | REHIST: Relative Error Histogram Construction Algorithms | 2004 | VLDB | 8.1785955e-05 |
| 6,293 | Ad-Hoc Aggregations of Ranked Lists in the Presence of Hierarchies | 2008 | SIGMOD | 5.1257071e-05 |
| 7,459 | Compact Histograms for Hierarchical Identifiers | 2006 | VLDB | 4.7243492e-05 |
| 7,728 | Consistent Histograms In The Presence of Distinct Value Counts | 2009 | VLDB | 4.666214e-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 | 0.0040449103 |
| 64 | Improved Histograms for Selectivity Estimation of Range Predicates | 1996 | SIGMOD | 0.00063612837 |
| 116 | Equi-Depth Histograms For Estimating Selectivity Factors For Multi-Dimensional Queries | 1988 | SIGMOD | 0.00046148737 |
| 222 | Wavelet-Based Histograms for Selectivity Estimation | 1998 | SIGMOD | 0.00032828302 |
| 326 | Optimal Histograms with Quality Guarantees | 1998 | VLDB | 0.00027358981 |
| 3,310 | Optimal and Approximate Computation of Summary Statistics for Range Aggregates | 2001 | PODS | 7.2408955e-05 |
| 4,017 | Optimal Histograms for Hierarchical Range Queries (Extended Abstract) | 2000 | PODS | 6.524501e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,157 | High-Dimensional OLAP: A Minimal Cubing Approach | 2004 | VLDB | 7.4656511e-05 |
| 4,444 | Hierarchical Cubes for Range-Sum Queries | 1999 | VLDB | 6.1831691e-05 |
| 3,310 | Optimal and Approximate Computation of Summary Statistics for Range Aggregates | 2001 | PODS | 7.2408955e-05 |
| 222 | Wavelet-Based Histograms for Selectivity Estimation | 1998 | SIGMOD | 0.00032828302 |
| 12,690 | Hierarchical Compact Cube for Range-Max Queries | 2000 | VLDB | 4.1945683e-05 |
| 273 | Approximate Computation of Multidimensional Aggregates of Sparse Data Using Wavelets | 1999 | SIGMOD | 0.00029390945 |
| 1,359 | Range Queries in OLAP Data Cubes | 1997 | SIGMOD | 0.0001238588 |
| 852 | Dynamic Multidimensional Histograms | 2002 | SIGMOD | 0.00015941524 |
| 5,879 | Fast and Near–Optimal Algorithms for Approximating Distributions by Histograms | 2015 | PODS | 5.2908101e-05 |
| 4,017 | Optimal Histograms for Hierarchical Range Queries (Extended Abstract) | 2000 | PODS | 6.524501e-05 |