DBScholar

Back to papers

Analysis of Two Existing and One New Dynamic Programming Algorithm for the Generation of Optimal Bushy Join Trees without Cross Products

Summary: Compares two DP variants for optimal bushy join trees without cross products; shows runtime divergence across chain, clique, and star graphs. Proposes an adaptive DP algorithm that tunes the search space to the query graph, outperforming both variants across structures. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h756877f5c2792e46
Venue
VLDB
Year
2006
Pagerank
0.00011107788
Overall Rank
1,301 | 91.26%
DOI
10.14778/1164135.1164151

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{moerkotte_vldb06,
        title = {{Analysis of Two Existing and One New Dynamic Programming Algorithm for the Generation of Optimal Bushy Join Trees without Cross Products}},
        author = {Moerkotte, Guido and Neumann, Thomas},
        journal = {PVLDB},
        series = {{VLDB} '06},
        pages = {930--941},
        doi = {10.14778/1164135.1164151},
        url = {https://doi.org/10.14778/1164135.1164151},
        year = {2006}
}

Incoming Citations (Sorted by Pagerank)

Showing 45 of 45 citing papers.

Rank Citing Paper Year Venue Pagerank
883 Dynamic Programming Strikes Back 2008 SIGMOD 0.00013263866
954 RDF-3X: a RISC-style Engine for RDF 2008 VLDB 0.00012866296
1,185 Adaptive Optimization of Very Large Join Queries 2018 SIGMOD 0.00011607329
1,727 Optimal Top-Down Join Enumeration 2007 SIGMOD 9.7849752e-05
1,949 Quantifying TPC-H Choke Points and Their Optimizations 2020 VLDB 9.3172855e-05
2,029 Scalable Join Processing on Very Large RDF Graphs 2009 SIGMOD 9.1580838e-05
2,252 Counter Strike: Generic Top-Down Join Enumeration for Hypergraphs 2013 VLDB 8.7480805e-05
3,103 On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML 2018 VLDB 7.6456038e-05
3,140 Solving the Join Ordering Problem via Mixed Integer Linear Programming 2017 SIGMOD 7.6012971e-05
3,154 Robust Join Processing with Diamond Hardened Joins 2024 VLDB 7.5849549e-05
3,777 Parallelizing Query Optimization 2008 VLDB 7.0240115e-05
3,800 Query Simplification: Graceful Degradation for Join-Order Optimization 2009 SIGMOD 7.0130412e-05
4,052 Of Snowstorms and Bushy Trees 2014 VLDB 6.8257821e-05
4,394 Bitvector-aware Query Optimization for Decision Support Queries 2020 SIGMOD 6.6182964e-05
4,406 Ready to Leap (by Co-Design)? Join Order Optimisation on Quantum Hardware 2023 SIGMOD 6.6103825e-05
4,465 On the Correct and Complete Enumeration of the Core Search Space 2013 SIGMOD 6.5849117e-05
4,623 Join Query Optimization Techniques for Complex Event Processing Applications 2018 VLDB 6.4957114e-05
4,945 Debunking the Myth of Join Ordering: Toward Robust SQL Analytics 2025 SIGMOD 6.3418058e-05
4,975 SPORES: Sum-Product Optimization via Relational Equality Saturation for Large Scale Linear Algebra 2020 VLDB 6.3289021e-05
5,429 Efficient Massively Parallel Join Optimization for Large Queries* 2022 SIGMOD 6.1320252e-05
5,444 Optimizing Tensor Programs on Flexible Storage 2023 SIGMOD 6.1250455e-05
5,847 Graph-Aware, Workload-Adaptive SPARQL Query Caching 2015 SIGMOD 5.9701747e-05
5,895 Yannakakis+: Practical Acyclic Query Evaluation with Theoretical Guarantees 2025 SIGMOD 5.9534254e-05
5,911 Quantum-Inspired Digital Annealing for Join Ordering 2024 VLDB 5.9478816e-05
6,051 Dependency-Aware Reordering for Parallelizing Query Optimization in Multi-Core CPUs 2009 SIGMOD 5.9019888e-05
6,399 Optimizing Join Enumeration in Transformation-based Query Optimizers 2014 VLDB 5.796784e-05
6,636 Join Order Selection with Deep Reinforcement Learning: Fundamentals, Techniques, and Challenges 2023 VLDB 5.7243042e-05
7,031 The Case for Deep Query Optimisation 2020 CIDR 5.6148219e-05
7,413 POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance 2024 VLDB 5.5316834e-05
7,464 T3: Accurate and Fast Performance Prediction for Relational Database Systems With Compiled Decision Trees 2025 SIGMOD 5.5189616e-05
8,046 Efficiently Computing Join Orders with Heuristic Search 2023 SIGMOD 5.3992239e-05
8,659 Hybrid Mixed Integer Linear Programming for Large-Scale Join Order Optimisation 2026 VLDB 5.292093e-05
9,024 Faster Plan Generation through Consideration of Functional Dependencies and Keys 2016 VLDB 5.2345902e-05
9,221 DPconv: Super-Polynomially Faster Join Ordering 2024 SIGMOD 5.2036474e-05
9,561 Engineering High-Performance Database Engines 2014 VLDB 5.1561699e-05
10,132 Chimera: A system design of dual storage and traversal-join unified query processing for SQL/PGQ 2025 VLDB 5.0727027e-05
10,144 How to Optimize SQL Queries? A Comparison Between Split, Holistic, and Hybrid Approaches 2025 VLDB 5.0718686e-05
10,414 Accelerating Approximate Analytical Join Queries over Unstructured Data with Statistical Guarantees 2026 SIGMOD 4.9769913e-05
10,601 Query Optimization for Database-Returning Queries 2026 SIGMOD 4.9769913e-05
11,184 AJOSC: Adaptive Join Order Selection for Continuous Queries 2025 SIGMOD 4.9769913e-05
11,513 Sub-optimal Join Order Identification with L1-error 2024 SIGMOD 4.9769913e-05
11,678 mutable: A Modern DBMS for Research and Fast Prototyping 2023 CIDR 4.9769913e-05
12,127 Towards Multi-way Join Aware Optimizer in SAP HANA 2020 VLDB 4.9769913e-05
12,235 Errata for "Analysis of two existing and one new dynamic programming algorithm for the generation of optimal bushy join trees without cross products" 2018 VLDB 4.9769913e-05
12,262 Lusail: A System for Querying Linked Data at Scale 2018 VLDB 4.9769913e-05
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 3 of 3 cited papers.

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

Previous Page 1 / 1 Next

Semantically Similar Papers