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Instance-Optimal Acyclic Joins: From Theory to Systems

Summary: A tutorial on Yannakakis’ instance-optimal evaluation of acyclic joins via join trees, semijoin reduction, and information passing. Connects these theory-driven principles to robust SQL systems, query optimization, and extensions beyond acyclic multiway joins. (summarized by gpt-5.6-luna on Aug 28 2026)

Paper ID
h97c58b9533ca5374
Venue
VLDB
Year
2026
Pagerank
4.9769913e-05
Overall Rank
11,036 | 25.83%
DOI
10.14778/3827998.3828144
PDF
Download (CC BY-NC-ND 4.0)

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Authors

BibTeX Citation

@article{koutris_vldb26,
        title = {{Instance-Optimal Acyclic Joins: From Theory to Systems}},
        author = {Koutris, Paraschos and Vansummeren, Stijn and Wang, Qichen and Wang, Yisu Remy and Yu, Xiangyao},
        journal = {PVLDB},
        series = {{VLDB} '26},
        volume = {19},
        number = {12},
        pages = {4884--4887},
        doi = {10.14778/3827998.3828144},
        url = {https://doi.org/10.14778/3827998.3828144},
        year = {2026}
}

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Showing 17 of 17 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
795 Random Sampling over Joins Revisited 2018 SIGMOD 0.00013934719
813 The Dynamic Yannakakis Algorithm: Compact and Efficient Query Processing Under Updates 2017 SIGMOD 0.00013722638
2,593 Optimal Algorithms for Ranked Enumeration of Answers to Full Conjunctive Queries 2020 VLDB 8.2429717e-05
3,154 Robust Join Processing with Diamond Hardened Joins 2024 VLDB 7.5849549e-05
3,285 Performance-Optimal Filtering: Bloom Overtakes Cuckoo at High Throughput 2019 VLDB 7.4525495e-05
4,371 Predicate Transfer: Efficient Pre-Filtering on Multi-Join Queries 2024 CIDR 6.6284915e-05
4,394 Bitvector-aware Query Optimization for Decision Support Queries 2020 SIGMOD 6.6182964e-05
4,945 Debunking the Myth of Join Ordering: Toward Robust SQL Analytics 2025 SIGMOD 6.3418058e-05
5,061 Change Propagation Without Joins 2023 VLDB 6.2897936e-05
5,895 Yannakakis+: Practical Acyclic Query Evaluation with Theoretical Guarantees 2025 SIGMOD 5.9534254e-05
6,547 Ranked Enumeration of Join Queries with Projections 2022 VLDB 5.7488764e-05
6,811 Instance-Optimal Acyclic Join Processing Without Regret: Engineering the Yannakakis Algorithm in Column Stores 2025 VLDB 5.6754603e-05
7,922 Avoiding Materialisation for Guarded Aggregate Queries 2025 VLDB 5.4250308e-05
7,936 Including Bloom Filters in Bottom-up Optimization 2025 SIGMOD 5.4210921e-05
8,285 Subset Sampling over Joins 2026 PODS 5.3612232e-05
9,642 Poisson Sampling over Acyclic Joins 2026 SIGMOD 5.1445295e-05
11,532 Relational Algorithms for Top-k Query Evaluation 2024 SIGMOD 4.9769913e-05
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