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The History of Histograms (abridged)

Summary: A deliberately compressed, personally biased history of histograms, spanning scientific origins, approximation/compression, industrial adoption, and database problems. Treats the historical narrative itself as a histogram, preserving high-interest events under a fixed space budget and evaluating semantic fidelity. (summarized by gpt-5.6-luna on Jul 24 2026)

Paper ID
h6cdc112dd76a9bd6
Venue
VLDB
Year
2003
Pagerank
0.00022999992
Overall Rank
254 | 98.30%
DOI
10.1016/B978-012722442-8/50011-2

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@article{ioannidis_vldb03,
        title = {{The History of Histograms (abridged)}},
        author = {Ioannidis, Yannis},
        journal = {PVLDB},
        series = {{VLDB} '03},
        doi = {10.1016/B978-012722442-8/50011-2},
        url = {https://doi.org/10.1016/B978-012722442-8/50011-2},
        year = {2003}
}

Incoming Citations (Sorted by Pagerank)

Showing 50 of 52 citing papers.

Rank Citing Paper Year Venue Pagerank
15 How Good Are Query Optimizers, Really? 2016 VLDB 0.00061463175
315 Order Preserving Encryption for Numeric Data 2004 SIGMOD 0.00021247386
381 Preventing Bad Plans by Bounding the Impact of Cardinality Estimation Errors 2009 VLDB 0.00019497061
397 Worst-case Optimal Join Algorithms 2012 PODS 0.0001911958
453 An End-to-End Learning-based Cost Estimator 2020 VLDB 0.0001801482
568 Towards a Robust Query Optimizer: A Principled and Practical Approach 2005 SIGMOD 0.00016221103
711 On Synopses for Distinct-Value Estimation Under Multiset Operations 2007 SIGMOD 0.00014589586
890 Pay-as-you-go User Feedback for Dataspace Systems 2008 SIGMOD 0.00013212032
1,061 Lightweight Graphical Models for Selectivity Estimation Without Independence Assumptions 2011 VLDB 0.00012207625
1,117 Adaptive Range Filters for Cold Data: Avoiding Trips to Siberia 2013 VLDB 0.00011928965
1,261 Sampling-Based Query Re-Optimization 2016 SIGMOD 0.00011289724
1,511 Self-Tuning, GPU-Accelerated Kernel Density Models for Multidimensional Selectivity Estimation 2015 SIGMOD 0.00010408003
1,539 Top-k Query Evaluation with Probabilistic Guarantees 2004 VLDB 0.00010292787
1,583 Deep Learning Models for Selectivity Estimation of Multi-Attribute Queries 2020 SIGMOD 0.00010148362
1,901 Generating Targeted Queries for Database Testing 2008 SIGMOD 9.3902763e-05
2,019 IO-Top-k: Index-access Optimized Top-k Query Processing 2006 VLDB 9.1666472e-05
2,168 Brighthouse: An Analytic Data Warehouse for Ad-hoc Queries 2008 VLDB 8.9159881e-05
2,305 GORDIAN: Efficient and Scalable Discovery of Composite Keys 2006 VLDB 8.6550507e-05
2,523 Learned Cardinality Estimation: A Design Space Exploration and A Comparative Evaluation 2022 VLDB 8.3316032e-05
2,739 Weighted Hypertree Decompositions and Optimal Query Plans 2004 PODS 8.0598805e-05
2,792 EVA: A Symbolic Approach to Accelerating Exploratory Video Analytics with Materialized Views 2022 SIGMOD 7.9895218e-05
2,852 FactorJoin: A New Cardinality Estimation Framework for Join Queries 2023 SIGMOD 7.9201312e-05
2,888 Query Optimizers: Time to Rethink the Contract? 2009 SIGMOD 7.8895201e-05
3,093 Correlation Sketches for Approximate Join-Correlation Queries 2021 SIGMOD 7.6378811e-05
3,361 Exact Cardinality Query Optimization for Optimizer Testing 2009 VLDB 7.3621595e-05
3,555 Astrid: Accurate Selectivity Estimation for String Predicates using Deep Learning 2021 VLDB 7.1877332e-05
4,480 DigitHist: a Histogram-Based Data Summary with Tight Error Bounds 2017 VLDB 6.566036e-05
5,591 Bloom Histogram: Path Selectivity Estimation for XML Data with Updates 2004 VLDB 6.0553413e-05
5,815 Exploiting Ordered Dictionaries to Efficiently Construct Histograms with Q-Error Guarantees in SAP HANA 2014 SIGMOD 5.9683874e-05
5,837 Pre-training Summarization Models of Structured Datasets for Cardinality Estimation 2022 VLDB 5.9600736e-05
5,986 Understanding Cardinality Estimation using Entropy Maximization 2010 PODS 5.9085861e-05
6,502 Approximate Summaries for Why and Why-not Provenance 2020 VLDB 5.7468661e-05
6,653 Approximating and Testing k-Histogram Distributions in Sub-linear Time 2012 PODS 5.7044094e-05
6,906 LPLM: A Neural Language Model for Cardinality Estimation of LIKE-Queries 2024 SIGMOD 5.634971e-05
7,537 Computing A Well-Representative Summary of Conjunctive Query Results 2024 PODS 5.4841462e-05
8,205 Probabilistic Histograms for Probabilistic Data 2009 VLDB 5.3616572e-05
8,295 NOAH: Interactive Spreadsheet Exploration with Dynamic Hierarchical Overviews 2021 VLDB 5.344057e-05
8,297 Consistent and Flexible Selectivity Estimation for High-Dimensional Data 2021 SIGMOD 5.3438874e-05
8,600 Histograms as a Side Effect of Data Movement for Big Data 2014 SIGMOD 5.2913419e-05
9,141 Presto’s History-based Query Optimizer 2024 VLDB 5.2078543e-05
9,422 Optimality and Scalability in Lattice Histogram Construction 2009 VLDB 5.1672232e-05
9,603 Determining Exact Quantiles with Randomized Summaries 2024 SIGMOD 5.1376962e-05
9,667 Small Selectivities Matter: Lifting the Burden of Empty Samples 2021 SIGMOD 5.1278365e-05
9,952 Cardinality Estimation for Similarity Search on High-Dimensional Data Objects: The Impact of Reference Objects 2025 VLDB 5.0910746e-05
10,249 Turbo-Charging SPJ Query Plans with Learned Physical Join Operator Selections 2022 VLDB 5.0412674e-05
10,392 E-LQO: A Comprehensive Energy Evaluation Framework for Learned Query Optimization 2027 SIGMOD 4.9605343e-05
10,979 Incremental Query Optimizer Statistics in Amazon Redshift 2026 VLDB 4.9605343e-05
11,321 ACE: A Cardinality Estimator for Set-Valued Queries 2025 VLDB 4.9605343e-05
11,353 Cardinality Estimation for Having-Clauses 2025 VLDB 4.9605343e-05
12,368 Are Few Bins Enough: Testing Histogram Distributions 2016 PODS 4.9605343e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 5 of 55 cited papers.

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

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