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)
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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}
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