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Worst-case Optimal Join Algorithms

Summary: Algorithm for natural joins that attains the AGM fractional-cover bound, i.e., worst-case optimal runtime and provably superior to some project-join plans. Provides a constructive, entropy-free proof linking the bound to Bollobás–Thomason/Loomis–Whitney and extends to relaxed joins. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
1562
Venue
PODS
Year
2012
Pagerank
0.00018902089
Overall Rank
411 | 97.19%
DOI
10.1145/2213556.2213565

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{ngo_pods12,
        address = {New York, NY, USA},
        series = {{PODS} '12},
        title = {{Worst-case Optimal Join Algorithms}},
        url = {https://dl.acm.org/doi/10.1145/2213556.2213565},
        doi = {10.1145/2213556.2213565},
        booktitle = {Proceedings of the {ACM} {SIGMOD} Symposium on {Principles} of {Database} {Systems}},
        publisher = {Association for Computing Machinery},
        author = {Ngo, Hung Q. and Porat, Ely and Ré, Christopher and Rudra, Atri},
        year = {2012}
}

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