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Succinct Structure Representations for Efficient Query Optimization

Summary: Introduces linear-size meta-decompositions that compactly encode all join trees for acyclic queries, enabling polynomial-time enumeration and cost-based optimization without materializing plans. A new width notion captures plan guarantees; experiments show DP-comparable plans with orders-of-magnitude faster optimization. (summarized by gpt-5.6-luna on Jul 26 2026)

Paper ID
h8cf76c74f8c4fe2a
Venue
SIGMOD
Year
2026
Pagerank
4.9769913e-05
Overall Rank
10,519 | 29.31%
DOI
10.1145/3802117
PDF
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BibTeX Citation

@inproceedings{jiang_sigmod26,
        title = {{Succinct Structure Representations for Efficient Query Optimization}},
        author = {Jiang, Zhekai and Wang, Qichen and Koch, Christoph},
        series = {{SIGMOD} '26},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3802117},
        url = {https://dl.acm.org/doi/10.1145/3802117},
        year = {2026}
}

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Showing 33 of 33 cited papers.

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

Rank Cited Paper Year Venue Pagerank
1 Access Path Selection in a Relational Database Management System 1979 SIGMOD 0.0023943337
71 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 0.00037724477
357 FAQ: Questions Asked Frequently 2016 PODS 0.00020013731
361 Bao: Making Learned Query Optimization Practical 2021 SIGMOD 0.00020000855
540 An Analytical Study of Large SPARQL Query Logs 2018 VLDB 0.0001671863
796 Rapid Bushy Join-order Optimization with Cartesian Products 1996 SIGMOD 0.00013931773
819 Hypertree Decompositions: Questions and Answers 2016 PODS 0.00013660715
883 Dynamic Programming Strikes Back 2008 SIGMOD 0.00013263866
981 Cardinality Estimation in DBMS: A Comprehensive Benchmark Evaluation 2022 VLDB 0.00012713454
1,091 What do Shannon-type Inequalities, Submodular Width, and Disjunctive Datalog have to do with one another? 2017 PODS 0.00012068611
1,185 Adaptive Optimization of Very Large Join Queries 2018 SIGMOD 0.00011607329
1,195 Balsa: Learning a Query Optimizer Without Expert Demonstrations 2022 SIGMOD 0.00011574218
1,465 Pessimistic Cardinality Estimation: Tighter Upper Bounds for Intermediate Join Cardinalities 2019 SIGMOD 0.00010572023
1,515 DSB: A Decision Support Benchmark for Workload-Driven and Traditional Database Systems 2021 VLDB 0.00010418766
1,570 AJAR: Aggregations and Joins over Annotated Relations 2016 PODS 0.0001020376
1,690 Robbers, Marshals, and Guards: Game Theoretic and Logical Characterizations of Hypertree Width 2001 PODS 9.8565419e-05
2,037 LLM-R^2: A Large Language Model Enhanced Rule-based Rewrite System for Boosting Query Efficiency 2025 VLDB 9.1494269e-05
2,393 A Learned Query Rewrite System using Monte Carlo Tree Search 2022 VLDB 8.5298464e-05
3,154 Robust Join Processing with Diamond Hardened Joins 2024 VLDB 7.5849549e-05
4,371 Predicate Transfer: Efficient Pre-Filtering on Multi-Join Queries 2024 CIDR 6.6284915e-05
4,510 Conjunctive Queries with Comparisons 2022 SIGMOD 6.5673056e-05
4,854 LpBound: Pessimistic Cardinality Estimation using ℓp-Norms of Degree Sequences 2025 SIGMOD 6.3775929e-05
4,945 Debunking the Myth of Join Ordering: Toward Robust SQL Analytics 2025 SIGMOD 6.3418058e-05
5,429 Efficient Massively Parallel Join Optimization for Large Queries* 2022 SIGMOD 6.1320252e-05
5,895 Yannakakis+: Practical Acyclic Query Evaluation with Theoretical Guarantees 2025 SIGMOD 5.9534254e-05
6,469 Output-sensitive Conjunctive Query Evaluation 2024 PODS 5.7719911e-05
6,576 Output-Optimal Algorithms for Join-Aggregate Queries 2025 PODS 5.7428578e-05
6,811 Instance-Optimal Acyclic Join Processing Without Regret: Engineering the Yannakakis Algorithm in Column Stores 2025 VLDB 5.6754603e-05
7,294 Computing the Difference of Conjunctive Queries Efficiently 2023 SIGMOD 5.5616228e-05
8,620 A Learned Query Rewrite System 2023 VLDB 5.3001197e-05
9,221 DPconv: Super-Polynomially Faster Join Ordering 2024 SIGMOD 5.2036474e-05
10,216 Conjunctive Queries with Negation and Aggregation: A Linear Time Characterization 2024 PODS 5.0572653e-05
11,532 Relational Algorithms for Top-k Query Evaluation 2024 SIGMOD 4.9769913e-05
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