Database Paper Browser

Back to papers

Leveraging Re-costing for Online Optimization of Parameterized Queries with Guarantees

Summary: Plan recosting for online PQO to bound per-instance sub-optimality with low overhead and a compact plan cache. Empirically validated on industry benchmarks and real workloads with a modified MS SQL Server optimizer, beating prior online PQO. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
5416
Venue
SIGMOD
Year
2017
Pagerank
5.0483805e-05
Overall Rank
6,479 | 54.93%
DOI
10.1145/3035918.3064040

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 11 of 11 citing papers.

Rank Citing Paper Year Venue Pagerank
5,423 Kepler: Robust Learning for Faster Parametric Query Optimization 2023 SIGMOD 5.5130233e-05
6,667 Leveraging Query Logs and Machine Learning for Parametric Query Optimization 2022 VLDB 4.9688874e-05
7,776 Plan Stitch: Harnessing the Best of Many Plans 2018 VLDB 4.6537231e-05
8,127 Robust Query Processing: Mission Possible 2020 VLDB 4.579056e-05
8,448 PARQO: Penalty-Aware Robust Plan Selection in Query Optimization 2024 VLDB 4.5100508e-05
8,639 A Concave Path to Low-overhead Robust Query Processing 2018 VLDB 4.4793681e-05
10,050 APQO: An Adaptive Framework for Parametric Query Optimization 2026 SIGMOD 4.1945683e-05
10,125 Understanding and Detecting Query Performance Regression in Practical Index Tuning: [Experiments & Analysis] 2026 SIGMOD 4.1945683e-05
10,219 Practical Parameterized Query Optimization via Efficient Plan Reuse and List-wise Ranking 2026 SIGMOD 4.1945683e-05
10,751 PAR2QO: Parametric Penalty-Aware Robust Query Optimization 2025 VLDB 4.1945683e-05
10,880 RankPQO: Learning-to-Rank for Parametric Query Optimization 2025 VLDB 4.1945683e-05
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 15 of 15 cited papers.

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

Rank Cited Paper Year Venue Pagerank
339 Optimization of Dynamic Query Evaluation Plans 1994 SIGMOD 0.00026851113
684 Towards a Robust Query Optimizer: A Principled and Practical Approach 2005 SIGMOD 0.00018179769
1,070 Analyzing Plan Diagrams of Database Query Optimizers 2005 VLDB 0.00014316791
1,647 Parametric Query Optimization for Linear and Piecewise Linear Cost Functions 2002 VLDB 0.00011033757
1,726 Design and Analysis of Parametric Query Optimization Algorithms 1998 VLDB 0.00010741411
1,962 Plan Selection based on Query Clustering 2002 VLDB 9.950467e-05
1,986 AniPQO: Almost Non-intrusive Parametric Query Optimization for Nonlinear Cost Functions 2003 VLDB 9.8536784e-05
2,180 Least Expected Cost Query Optimization: What Can We Expect? 2002 PODS 9.3481968e-05
4,482 Variance Aware Optimization of Parameterized Queries 2010 SIGMOD 6.1482936e-05
5,075 An Incremental Anytime Algorithm for Multi-Objective Query Optimization 2015 SIGMOD 5.7172118e-05
5,340 Efficiently Approximating Query Optimizer Plan Diagrams 2008 VLDB 5.5623066e-05
5,466 On the Production of Anorexic Plan Diagrams 2007 VLDB 5.4909203e-05
6,139 Closing The Query Processing Loop in Oracle 11g 2008 VLDB 5.1912675e-05
6,561 On the Stability of Plan Costs and the Costs of Plan Stability 2010 VLDB 5.0099895e-05
8,184 Dynamic Plan Generation for Parameterized Queries 2009 SIGMOD 4.5654336e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
10,050 APQO: An Adaptive Framework for Parametric Query Optimization 2026 SIGMOD 4.1945683e-05
1,070 Analyzing Plan Diagrams of Database Query Optimizers 2005 VLDB 0.00014316791
220 Efficient Mid-Query Re-Optimization of Sub-Optimal Query Execution Plans 1998 SIGMOD 0.00033194808
10,219 Practical Parameterized Query Optimization via Efficient Plan Reuse and List-wise Ranking 2026 SIGMOD 4.1945683e-05
4,482 Variance Aware Optimization of Parameterized Queries 2010 SIGMOD 6.1482936e-05
2,241 Query Optimization in Microsoft SQL Server PDW 2012 SIGMOD 9.2191212e-05
2,659 Multi-Objective Parametric Query Optimization 2015 VLDB 8.3604734e-05
1,726 Design and Analysis of Parametric Query Optimization Algorithms 1998 VLDB 0.00010741411
6,667 Leveraging Query Logs and Machine Learning for Parametric Query Optimization 2022 VLDB 4.9688874e-05
1,647 Parametric Query Optimization for Linear and Piecewise Linear Cost Functions 2002 VLDB 0.00011033757