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Efficient Use of the Query Optimizer for Automated Physical Design

Summary: INUM replaces costly optimizer invocations with a fast cost estimator (three orders of magnitude faster) that yields identical optimizer costs. Integrates with index selection algorithms, dramatically improving running times without precision loss. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
9518
Venue
VLDB
Year
2007
Pagerank
8.6864279e-05
Overall Rank
2,484 | 82.73%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 20 of 20 citing papers.

Rank Citing Paper Year Venue Pagerank
2,020 Magic mirror in my hand, which is the best in the land? An Experimental Evaluation of Index Selection Algorithms 2020 VLDB 9.762624e-05
2,413 Automated Partitioning Design in Parallel Database Systems 2011 SIGMOD 8.8672223e-05
2,470 CoPhy: A Scalable, Portable, and Interactive Index Advisor for Large Workloads 2011 VLDB 8.7333019e-05
3,207 Predicting Cost Amortization for Query Services 2011 SIGMOD 7.3818982e-05
3,284 Configuration-Parametric Query Optimization for Physical Design Tuning 2008 SIGMOD 7.2790444e-05
4,415 Semi-Automatic Index Tuning: Keeping DBAs in the Loop 2012 VLDB 6.205081e-05
4,802 Resource Elasticity for Large-Scale Machine Learning 2015 SIGMOD 5.9114415e-05
5,060 Index Interactions in Physical Design Tuning: Modeling, Analysis, and Applications 2009 VLDB 5.7273583e-05
5,337 Learned Index Benefits: Machine Learning Based Index Performance Estimation 2022 VLDB 5.5635208e-05
5,686 Budget-aware Index Tuning with Reinforcement Learning 2022 SIGMOD 5.3712312e-05
6,366 ISUM: Efficiently Compressing Large and Complex Workloads for Scalable Index Tuning 2022 SIGMOD 5.0943443e-05
7,445 An Automated, Yet Interactive and Portable DB Designer 2010 SIGMOD 4.7278675e-05
7,715 Query Centric Partitioning and Allocation for Partially Replicated Database Systems 2017 SIGMOD 4.6699261e-05
7,776 Plan Stitch: Harnessing the Best of Many Plans 2018 VLDB 4.6537231e-05
8,041 DISTILL: Low-Overhead Data-Driven Techniques for Filtering and Costing Indexes for Scalable Index Tuning 2022 VLDB 4.5998045e-05
9,929 Wred: Workload Reduction for Scalable Index Tuning 2024 SIGMOD 4.2510122e-05
9,930 Wii: Dynamic Budget Reallocation In Index Tuning 2024 SIGMOD 4.2510122e-05
10,205 RIB: Robust Learning-based Index Benefit Estimation 2026 SIGMOD 4.1945683e-05
10,230 Breaking the Isolation-Freshness Trade-off: Joint Adaptive Storage Optimization for HTAP Systems 2026 VLDB 4.1945683e-05
10,543 Esc: An Early-Stopping Checker for Budget-aware Index Tuning 2025 VLDB 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 13 of 13 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 0.0040449103
158 Automated Selection of Materialized Views and Indexes for SQL Databases 2000 VLDB 0.00040071492
237 An Efficient, Cost-Driven Index Selection Tool for Microsoft SQL Server 1997 VLDB 0.00031726304
258 DB2 Design Advisor: Integrated Automatic Physical Database Design 2004 VLDB 0.0003022091
285 Automating Physical Database Design in a Parallel Database 2002 SIGMOD 0.0002899128
286 Integrating Vertical and Horizontal Partitioning into Automated Physical Database Design 2004 SIGMOD 0.00028990057
1,017 Automatic Physical Database Tuning: A Relaxation-based Approach 2005 SIGMOD 0.00014634307
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
1,962 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
2,787 To Tune or not to Tune? A Lightweight Physical Design Alerter 2006 VLDB 8.1263608e-05
8,391 Goals and Benchmarks for Autonomic Configuration Recommenders 2005 SIGMOD 4.5287897e-05
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