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On the Propagation of Errors in the Size of Join Results

Summary: Formal framework for how errors in statistics propagate to join size estimates and optimizer plans. Analyzes general, extreme, and average-case propagation; derives guarantees for statistics-driven plans; outlines strategies to control error growth. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
2536
Venue
SIGMOD
Year
1991
Pagerank
0.00050033475
Overall Rank
100 | 99.31%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 29 of 79 citing papers.

Rank Citing Paper Year Venue Pagerank
5,222 Similarity Join Size Estimation using Locality Sensitive Hashing 2011 VLDB 5.6180462e-05
5,543 Lightweight Cardinality Estimation in LSM-based Systems 2018 SIGMOD 5.4486922e-05
5,639 Analyzing the Impact of Cardinality Estimation on Execution Plans in Microsoft SQL Server 2023 VLDB 5.3972261e-05
5,824 StatAdvisor: Recommending Statistical Views 2009 VLDB 5.311975e-05
5,886 COMPASS: Online Sketch-based Query Optimization for In-Memory Databases 2021 SIGMOD 5.2847297e-05
5,983 Understanding Cardinality Estimation using Entropy Maximization 2010 PODS 5.240797e-05
6,194 Automatic Optimization of Matrix Implementations for Distributed Machine Learning and Linear Algebra 2021 SIGMOD 5.1592984e-05
6,763 Robustness Metrics for Relational Query Execution Plans 2018 VLDB 4.9291549e-05
6,826 Depth Estimation for Ranking Query Optimization 2007 VLDB 4.9090969e-05
6,879 ROX: Run-time Optimization of XQueries 2009 SIGMOD 4.8934866e-05
7,122 Debunking the Myth of Join Ordering: Toward Robust SQL Analytics 2025 SIGMOD 4.8199209e-05
7,150 Histograms Revisited: When are histograms the best approximation method for aggregates over joins? 2005 PODS 4.8128138e-05
7,188 LPLM: A Neural Language Model for Cardinality Estimation of LIKE-Queries 2024 SIGMOD 4.8017628e-05
7,564 Modeling Shifting Workloads for Learned Database Systems 2024 SIGMOD 4.7049893e-05
7,573 Synopses for Query Optimization: A Space-Complexity Perspective 2004 PODS 4.7034681e-05
8,162 MONSOON: Multi-Step Optimization and Execution of Queries with Partially Obscured Predicates 2020 SIGMOD 4.5686903e-05
8,271 Adaptive Factorization Using Linear-Chained Hash Tables 2025 CIDR 4.539672e-05
8,345 alpha to omega: The Greek Alphabet of Sampling 2020 CIDR 4.5361313e-05
8,390 Goals and Benchmarks for Autonomic Configuration Recommenders 2005 SIGMOD 4.524666e-05
9,079 JoinSketch: A Sketch Algorithm for Accurate and Unbiased Inner-Product Estimation 2023 SIGMOD 4.3956812e-05
9,191 POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance 2024 VLDB 4.3738237e-05
9,662 Efficient Query Re-optimization with Judicious Subquery Selections 2023 SIGMOD 4.3056334e-05
9,811 A Practical Theory of Generalization in Selectivity Learning 2025 VLDB 4.2742278e-05
10,125 Understanding and Detecting Query Performance Regression in Practical Index Tuning: [Experiments & Analysis] 2026 SIGMOD 4.1905499e-05
10,227 Sample-based Distinct Cardinality Estimation for Multiple Attributes in Multi-Dataset Queries 2026 VLDB 4.1905499e-05
10,598 ACE: A Cardinality Estimator for Set-Valued Queries 2025 VLDB 4.1905499e-05
10,627 Data-Agnostic Cardinality Learning from Imperfect Workloads 2025 VLDB 4.1905499e-05
10,632 Evaluating Methods for Efficient Entity Count Estimation 2025 VLDB 4.1905499e-05
10,945 Sub-optimal Join Order Identification with L1-error 2024 SIGMOD 4.1905499e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 2 of 2 cited papers.

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

Rank Cited Paper Year Venue Pagerank
196 R* Optimizer Validation and Performance Evaluation for Distributed Queries 1986 VLDB 0.00035240105
269 R* Optimizer Validation and Performance Evaluation for Local Queries 1986 SIGMOD 0.00029665158
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