Back to papers
Exploiting Statistics on Query Expressions for Optimization
Summary: Extends the optimizer to exploit statistics on intermediate query expressions (not just base-table stats), yielding better plan quality. Proposes a workload-driven feature selection to identify a small, impactful subset of expressions' statistics, with validation on SQL Server 2000.
(summarized by gpt-5-nano on Feb 09 2026)
Paper ID
3417
Venue
SIGMOD
Year
2002
Pagerank
0.00015167825
Overall Rank
664 | 95.45%
DOI
10.1145/564691.564722
Incoming Non-self Citations Over Time
BibTeX Citation
Copy BibTeX
@inproceedings{bruno_sigmod02,
title = {{Exploiting Statistics on Query Expressions for Optimization}},
author = {Bruno, Nicolas and Chaudhuri, Surajit},
series = {{SIGMOD} '02},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/564691.564722},
url = {https://dl.acm.org/doi/10.1145/564691.564722},
year = {2002}
}
Incoming Citations (Sorted by Pagerank)
Showing 37 of 37 citing papers.
Rank
Citing Paper
Year
Venue
Pagerank
159
CORDS: Automatic Discovery of Correlations and Soft Functional Dependencies
2004
SIGMOD
0.00028129426
257
The History of Histograms (abridged)
2003
VLDB
0.00023154793
492
Robust Query Processing through Progressive Optimization
2004
SIGMOD
0.0001756877
813
Adaptive Ordering of Pipelined Stream Filters
2004
SIGMOD
0.00013846487
1,256
Sampling-Based Query Re-Optimization
2016
SIGMOD
0.00011457194
1,648
BHUNT: Automatic Discovery of Fuzzy Algebraic Constraints in Relational Data
2003
VLDB
0.00010120668
1,712
SkinnerDB: Regret-Bounded Query Evaluation via Reinforcement Learning
2019
SIGMOD
9.9492299e-05
1,815
SkinnerDB: Regret-Bounded Query Evaluation via Reinforcement Learning
2018
VLDB
9.6894541e-05
1,936
Consistently Estimating the Selectivity of Conjuncts of Predicates
2005
VLDB
9.4557372e-05
2,069
Generating Targeted Queries for Database Testing
2008
SIGMOD
9.2293717e-05
2,157
A Black-Box Approach to Query Cardinality Estimation
2007
CIDR
9.0625592e-05
2,269
GORDIAN: Efficient and Scalable Discovery of Composite Keys
2006
VLDB
8.8328424e-05
2,944
Query Optimizers: Time to Rethink the Contract?
2009
SIGMOD
7.9335187e-05
2,997
Adapting to Source Properties in Processing Data Integration Queries
2004
SIGMOD
7.8745158e-05
3,162
Efficiently Approximating Selectivity Functions using Low Overhead Regression Models
2020
VLDB
7.6785856e-05
3,309
Conditional Selectivity for Statistics on Query Expressions
2004
SIGMOD
7.5368417e-05
3,426
Exact Cardinality Query Optimization for Optimizer Testing
2009
VLDB
7.4218997e-05
4,383
Content-Based Routing: Different Plans for Different Data
2005
VLDB
6.7329787e-05
4,591
Automated Statistics Collection in DB2 UDB
2004
VLDB
6.614318e-05
5,365
A Pay-As-You-Go Framework for Query Execution Feedback
2008
VLDB
6.2462467e-05
5,470
Efficient Computation of Multiple Group By Queries
2005
SIGMOD
6.2070458e-05
5,514
StatAdvisor: Recommending Statistical Views
2009
VLDB
6.1901666e-05
5,552
Enabling Incremental Query Re-Optimization
2016
SIGMOD
6.1778488e-05
6,084
Efficient Detection of Empty-Result Queries
2006
VLDB
5.9830699e-05
6,323
Modeling Shifting Workloads for Learned Database Systems
2024
SIGMOD
5.9141228e-05
6,520
Mining and Indexing Graphs for Supergraph Search
2013
VLDB
5.8535203e-05
6,688
ROX: Run-time Optimization of XQueries
2009
SIGMOD
5.8015211e-05
6,704
ASM: Harmonizing Autoregressive Model, Sampling, and Multi-dimensional Statistics Merging for Cardinality Estimation
2024
SIGMOD
5.797374e-05
7,554
Consistent Histograms In The Presence of Distinct Value Counts
2009
VLDB
5.6001388e-05
7,655
Plan Stitch: Harnessing the Best of Many Plans
2018
VLDB
5.5741093e-05
8,109
Relational Support for Flexible Schema Scenarios
2008
VLDB
5.4843869e-05
8,494
POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance
2024
VLDB
5.4142129e-05
9,671
Detecting Attribute Dependencies from Query Feedback
2007
VLDB
5.238674e-05
9,958
A Practical Theory of Generalization in Selectivity Learning
2025
VLDB
5.1879626e-05
10,090
Fast Approximate Computation of Statistics on Views
2006
SIGMOD
5.1557535e-05
10,875
Data-Agnostic Cardinality Learning from Imperfect Workloads
2025
VLDB
5.093636e-05
12,502
Filtered Statistics
2009
SIGMOD
5.093636e-05
Outgoing Citations (Sorted by Pagerank)
Showing 17 of 17 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
Semantically Similar Papers