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Join Size Estimation Subject to Filter Conditions

Summary: Correlated Sampling: single-pass, compact synopsis for estimating multi-table equality-join sizes under dynamic multi-attribute filters. Shows lower estimator variance than Bernoulli, End-Biased, and sketch-based baselines in theory and experiments. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
11031
Venue
VLDB
Year
2015
Pagerank
0.00013414989
Overall Rank
1,193 | 91.71%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 46 of 46 citing papers.

Rank Citing Paper Year Venue Pagerank
204 Learned Cardinalities: Estimating Correlated Joins with Deep Learning 2019 CIDR 0.00034784455
943 Wander Join: Online Aggregation via Random Walks 2016 SIGMOD 0.00015145883
1,369 Random Sampling over Joins Revisited 2018 SIGMOD 0.00012339777
1,574 Approximate Query Processing: No Silver Bullet 2017 SIGMOD 0.00011287495
1,758 Sampling-Based Query Re-Optimization 2016 SIGMOD 0.00010655546
2,142 Pessimistic Cardinality Estimation: Tighter Upper Bounds for Intermediate Join Cardinalities 2019 SIGMOD 9.4507296e-05
2,254 Two-Level Sampling for Join Size Estimation 2017 SIGMOD 9.1897043e-05
2,969 Estimating Join Selectivities using Bandwidth-Optimized Kernel Density Models 2017 VLDB 7.7974762e-05
3,001 Neural Subgraph Counting with Wasserstein Estimator 2022 SIGMOD 7.7404487e-05
3,271 Data Sketches for Disaggregated Subset Sum and Frequent Item Estimation 2018 SIGMOD 7.2968732e-05
3,511 Accurate Summary-based Cardinality Estimation Through the Lens of Cardinality Estimation Graphs 2022 VLDB 7.0254052e-05
3,646 G-CARE: A Framework for Performance Benchmarking of Cardinality Estimation Techniques for Subgraph Matching 2020 SIGMOD 6.8853079e-05
3,778 A Learned Sketch for Subgraph Counting 2021 SIGMOD 6.7747398e-05
3,824 Correlation Sketches for Approximate Join-Correlation Queries 2021 SIGMOD 6.7260705e-05
3,954 Efficiently Approximating Selectivity Functions using Low Overhead Regression Models 2020 VLDB 6.5926838e-05
4,571 Adaptive Statistics in Oracle 12c 2017 VLDB 6.0773174e-05
4,953 On Join Sampling and the Hardness of Combinatorial Output-Sensitive Join Algorithms 2023 PODS 5.8085795e-05
5,880 COMPASS: Online Sketch-based Query Optimization for In-Memory Databases 2021 SIGMOD 5.2898074e-05
6,289 Cardinality Estimation of Subgraph Matching: A Filtering-Sampling Approach 2024 VLDB 5.1275309e-05
6,493 Joins on Samples: A Theoretical Guide for Practitioners 2020 VLDB 5.0424713e-05
6,704 Combining Sampling and Synopses with Worst-Case Optimal Runtime and Quality Guarantees for Graph Pattern Cardinality Estimation 2021 SIGMOD 4.9554912e-05
6,714 Cardinality Estimation over Knowledge Graphs with Embeddings and Graph Neural Networks 2024 SIGMOD 4.9512171e-05
7,123 ASM: Harmonizing Autoregressive Model, Sampling, and Multi-dimensional Statistics Merging for Cardinality Estimation 2024 SIGMOD 4.8251036e-05
7,186 LPLM: A Neural Language Model for Cardinality Estimation of LIKE-Queries 2024 SIGMOD 4.8063731e-05
7,358 Weighted Distinct Sampling: Cardinality Estimation for SPJ Queries 2021 SIGMOD 4.7529363e-05
7,467 Yannakakis+: Practical Acyclic Query Evaluation with Theoretical Guarantees 2025 SIGMOD 4.7218691e-05
7,714 Identifying Insufficient Data Coverage in Databases with Multiple Relations 2020 VLDB 4.6700455e-05
8,643 One Size Does Not Fit All: A Bandit-Based Sampler Combination Framework with Theoretical Guarantees 2022 SIGMOD 4.4777916e-05
8,697 Convolution and Cross-Correlation of Count Sketches Enables Fast Cardinality Estimation of Multi-Join Queries 2024 SIGMOD 4.4657888e-05
8,717 Scotch: Generating FPGA-Accelerators for Sketching at Line Rate 2021 VLDB 4.4614498e-05
8,873 Privacy Amplification by Sampling under User-level Differential Privacy 2024 SIGMOD 4.4313867e-05
9,082 JoinSketch: A Sketch Algorithm for Accurate and Unbiased Inner-Product Estimation 2023 SIGMOD 4.3998984e-05
9,177 Cost-efficient Data Acquisition on Online Data Marketplaces for Correlation Analysis 2019 VLDB 4.3834281e-05
9,211 Optimistic Data Parallelism for FPGA-Accelerated Sketching 2023 VLDB 4.3726511e-05
9,563 Towards a Unified Framework for String Similarity Joins 2019 VLDB 4.3254416e-05
9,628 Approximate Sketches 2024 SIGMOD 4.3143499e-05
9,728 SPACE: Cardinality Estimation for Path Queries Using Cardinality-Aware Sequence-based Learning 2025 SIGMOD 4.2942813e-05
9,845 Path-centric Cardinality Estimation for Subgraph Matching 2025 VLDB 4.2721228e-05
9,877 Color: A Framework for Applying Graph Coloring to Subgraph Cardinality Estimation 2025 VLDB 4.2656547e-05
10,096 NeuSO: Neural Optimizer for Subgraph Queries 2026 SIGMOD 4.1945683e-05
10,149 CorrBound: Cardinality Estimation Accounting for Inter- and Intra-relation Correlations 2026 SIGMOD 4.1945683e-05
10,624 Evaluating Methods for Efficient Entity Count Estimation 2025 VLDB 4.1945683e-05
10,639 Cardinality Estimation for Having-Clauses 2025 VLDB 4.1945683e-05
10,981 Enabling Adaptive Sampling for Intra-Window Join: Simultaneously Optimizing Quantity and Quality 2024 SIGMOD 4.1945683e-05
11,025 Sampling Methods for Inner Product Sketching 2024 VLDB 4.1945683e-05
11,698 Tighter Upper Bounds for Join Cardinality Estimates 2018 SIGMOD 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 cited papers.

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

Rank Cited Paper Year Venue Pagerank
405 Approximate Query Processing Using Wavelets 2000 VLDB 0.00024057494
549 Tracking Join and Self-Join Sizes in Limited Storage 1999 PODS 0.00020376603
553 Bifocal Sampling for Skew-Resistant Join Size Estimation 1996 SIGMOD 0.00020272061
1,064 Processing Complex Aggregate Queries over Data Streams 2002 SIGMOD 0.00014356481
1,255 Fixed-Precision Estimation of Join Selectivity 1993 PODS 0.00013024064
2,377 CS2: A New Database Synopsis for Query Estimation 2013 SIGMOD 8.9402115e-05
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