Constructing Join Histograms from Histograms with q-error Guarantees
Summary: Constructs a join histogram from two single-column histograms on different attributes with q-error guarantees, without accessing base data. Linear-time construction; output size ≤ sum of input sizes; enables accurate join cardinality estimation, with rare theoretical adversarial failures. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Kaleb Alway (University of Waterloo)
- 2. Anisoara Nica (SAP)
BibTeX Citation
@inproceedings{alway_sigmod16,
title = {{Constructing Join Histograms from Histograms with q-error Guarantees}},
author = {Alway, Kaleb and Nica, Anisoara},
series = {{SIGMOD} '16},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/2882903.2914828},
url = {https://dl.acm.org/doi/10.1145/2882903.2914828},
year = {2016}
}
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,290 | Cardinality Estimation for Having-Clauses | 2025 | VLDB | 4.9793485e-05 |
| 11,865 | Scaling Equi-Joins | 2022 | SIGMOD | 4.9793485e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 1 of 1 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,815 | Exploiting Ordered Dictionaries to Efficiently Construct Histograms with Q-Error Guarantees in SAP HANA | 2014 | SIGMOD | 5.9844993e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 448 | Histogram-Based Approximation of Set-Valued Query Answers | 1999 | VLDB |
| 2 | 138 | Join Synopses for Approximate Query Answering | 1999 | SIGMOD |
| 3 | 7,435 | Efficient Computation of Quantiles over Joins | 2023 | PODS |
| 4 | 7,568 | Histograms Revisited: When are histograms the best approximation method for aggregates over joins? | 2005 | PODS |
| 5 | 91 | On the Propagation of Errors in the Size of Join Results | 1991 | SIGMOD |
| 6 | 3,967 | Estimation of Query-Result Distribution and its Application in Parallel-Join Load Balancing | 1996 | VLDB |
| 7 | 7,493 | Synopses for Query Optimization: A Space-Complexity Perspective | 2004 | PODS |
| 8 | 2,846 | FactorJoin: A New Cardinality Estimation Framework for Join Queries | 2023 | SIGMOD |
| 9 | 283 | Balancing Histogram Optimality and Practicality for Query Result Size Estimation | 1995 | SIGMOD |
| 10 | 806 | Universality of Serial Histograms | 1993 | VLDB |