LpBound in Action: Cardinality Estimation with One-Sided Guarantees
Summary: LpBound gives guaranteed upper bounds on query cardinalities via l_p-norm statistics and a linear-program leveraging Shannon and information inequalities. A browser UI exposes bounds and lets researchers compare JOB, STATS, and Subgraph Matching. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Christoph Mayer (University of Zurich)
- 2. Haozhe Zhang (University of Zurich)
- 3. Mahmoud Abo Khamis (RelationalAI)
- 4. Dan Olteanu (University of Zurich)
- 5. Dan Suciu (University of Washington)
BibTeX Citation
@inproceedings{mayer_sigmod25,
title = {{LpBound in Action: Cardinality Estimation with One-Sided Guarantees}},
author = {Mayer, Christoph and Zhang, Haozhe and Khamis, Mahmoud Abo and Olteanu, Dan and Suciu, Dan},
series = {{SIGMOD} '25},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3722212.3725114},
url = {https://dl.acm.org/doi/10.1145/3722212.3725114},
year = {2025}
}
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,955 | How Out-of-Bounds Are Your Cardinality Estimates? | 2026 | VLDB | 4.9793485e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 11 of 11 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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| 4 | 6,660 | Speeding Up End-to-end Query Execution via Learning-based Progressive Cardinality Estimation | 2023 | SIGMOD |
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| 7 | 2,974 | Accurate Summary-based Cardinality Estimation Through the Lens of Cardinality Estimation Graphs | 2022 | VLDB |
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| 9 | 10,627 | CorrBound: Cardinality Estimation Accounting for Inter- and Intra-relation Correlations | 2026 | SIGMOD |
| 10 | 4,852 | LpBound: Pessimistic Cardinality Estimation using ℓp-Norms of Degree Sequences | 2025 | SIGMOD |