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
5417
Venue
SIGMOD
Year
2017
Pagerank
5.0438582e-05
Overall Rank
6,471 | 55.03%
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
5,412 Kepler: Robust Learning for Faster Parametric Query Optimization 2023 SIGMOD 5.5200608e-05
6,639 Leveraging Query Logs and Machine Learning for Parametric Query Optimization 2022 VLDB 4.976781e-05
7,776 Plan Stitch: Harnessing the Best of Many Plans 2018 VLDB 4.6493147e-05
8,130 Robust Query Processing: Mission Possible 2020 VLDB 4.5746794e-05
8,440 PARQO: Penalty-Aware Robust Plan Selection in Query Optimization 2024 VLDB 4.505741e-05
8,638 A Concave Path to Low-overhead Robust Query Processing 2018 VLDB 4.4750742e-05
10,050 APQO: An Adaptive Framework for Parametric Query Optimization 2026 SIGMOD 4.1905499e-05
10,125 Understanding and Detecting Query Performance Regression in Practical Index Tuning: [Experiments & Analysis] 2026 SIGMOD 4.1905499e-05
10,219 Practical Parameterized Query Optimization via Efficient Plan Reuse and List-wise Ranking 2026 SIGMOD 4.1905499e-05
10,757 PAR2QO: Parametric Penalty-Aware Robust Query Optimization 2025 VLDB 4.1905499e-05
10,884 RankPQO: Learning-to-Rank for Parametric Query Optimization 2025 VLDB 4.1905499e-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
342 Optimization of Dynamic Query Evaluation Plans 1994 SIGMOD 0.00026836424
680 Towards a Robust Query Optimizer: A Principled and Practical Approach 2005 SIGMOD 0.00018193263
1,064 Analyzing Plan Diagrams of Database Query Optimizers 2005 VLDB 0.00014348262
1,644 Parametric Query Optimization for Linear and Piecewise Linear Cost Functions 2002 VLDB 0.0001102889
1,725 Design and Analysis of Parametric Query Optimization Algorithms 1998 VLDB 0.0001073575
1,961 Plan Selection based on Query Clustering 2002 VLDB 9.9464221e-05
1,990 AniPQO: Almost Non-intrusive Parametric Query Optimization for Nonlinear Cost Functions 2003 VLDB 9.8491124e-05
2,187 Least Expected Cost Query Optimization: What Can We Expect? 2002 PODS 9.3429142e-05
4,480 Variance Aware Optimization of Parameterized Queries 2010 SIGMOD 6.1433292e-05
5,073 An Incremental Anytime Algorithm for Multi-Objective Query Optimization 2015 SIGMOD 5.7118738e-05
5,344 Efficiently Approximating Query Optimizer Plan Diagrams 2008 VLDB 5.5579641e-05
5,476 On the Production of Anorexic Plan Diagrams 2007 VLDB 5.4866057e-05
6,142 Closing The Query Processing Loop in Oracle 11g 2008 VLDB 5.186791e-05
6,561 On the Stability of Plan Costs and the Costs of Plan Stability 2010 VLDB 5.0055336e-05
8,184 Dynamic Plan Generation for Parameterized Queries 2009 SIGMOD 4.5615174e-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 4.1905499e-05
1,064 Analyzing Plan Diagrams of Database Query Optimizers 2005 VLDB 0.00014348262
221 Efficient Mid-Query Re-Optimization of Sub-Optimal Query Execution Plans 1998 SIGMOD 0.00033182072
10,219 Practical Parameterized Query Optimization via Efficient Plan Reuse and List-wise Ranking 2026 SIGMOD 4.1905499e-05
4,480 Variance Aware Optimization of Parameterized Queries 2010 SIGMOD 6.1433292e-05
2,244 Query Optimization in Microsoft SQL Server PDW 2012 SIGMOD 9.2095696e-05
2,652 Multi-Objective Parametric Query Optimization 2015 VLDB 8.3662031e-05
1,725 Design and Analysis of Parametric Query Optimization Algorithms 1998 VLDB 0.0001073575
6,639 Leveraging Query Logs and Machine Learning for Parametric Query Optimization 2022 VLDB 4.976781e-05
1,644 Parametric Query Optimization for Linear and Piecewise Linear Cost Functions 2002 VLDB 0.0001102889