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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
0.00022981861
Overall Rank
255 | 98.29%
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 51 citing papers.

Rank Citing Paper Year Venue Pagerank
15 How Good Are Query Optimizers, Really? 2016 VLDB 0.00061066921
311 Order Preserving Encryption for Numeric Data 2004 SIGMOD 0.00021327947
386 Preventing Bad Plans by Bounding the Impact of Cardinality Estimation Errors 2009 VLDB 0.00019444411
402 Worst-case Optimal Join Algorithms 2012 PODS 0.00019104625
461 An End-to-End Learning-based Cost Estimator 2020 VLDB 0.00017829982
569 Towards a Robust Query Optimizer: A Principled and Practical Approach 2005 SIGMOD 0.00016245271
707 On Synopses for Distinct-Value Estimation Under Multiset Operations 2007 SIGMOD 0.00014640173
888 Pay-as-you-go User Feedback for Dataspace Systems 2008 SIGMOD 0.00013255989
1,060 Lightweight Graphical Models for Selectivity Estimation Without Independence Assumptions 2011 VLDB 0.00012224575
1,117 Adaptive Range Filters for Cold Data: Avoiding Trips to Siberia 2013 VLDB 0.00011953704
1,257 Sampling-Based Query Re-Optimization 2016 SIGMOD 0.00011310561
1,508 Self-Tuning, GPU-Accelerated Kernel Density Models for Multidimensional Selectivity Estimation 2015 SIGMOD 0.00010440205
1,535 Top-k Query Evaluation with Probabilistic Guarantees 2004 VLDB 0.00010331242
1,580 Deep Learning Models for Selectivity Estimation of Multi-Attribute Queries 2020 SIGMOD 0.00010180835
1,890 Generating Targeted Queries for Database Testing 2008 SIGMOD 9.4193315e-05
2,006 IO-Top-k: Index-access Optimized Top-k Query Processing 2006 VLDB 9.199795e-05
2,155 Brighthouse: An Analytic Data Warehouse for Ad-hoc Queries 2008 VLDB 8.9456729e-05
2,291 GORDIAN: Efficient and Scalable Discovery of Composite Keys 2006 VLDB 8.6872323e-05
2,522 Learned Cardinality Estimation: A Design Space Exploration and A Comparative Evaluation 2022 VLDB 8.3477168e-05
2,728 Weighted Hypertree Decompositions and Optimal Query Plans 2004 PODS 8.0895728e-05
2,787 EVA: A Symbolic Approach to Accelerating Exploratory Video Analytics with Materialized Views 2022 SIGMOD 8.0158999e-05
2,846 FactorJoin: A New Cardinality Estimation Framework for Join Queries 2023 SIGMOD 7.9453616e-05
2,891 Query Optimizers: Time to Rethink the Contract? 2009 SIGMOD 7.9021718e-05
3,090 Correlation Sketches for Approximate Join-Correlation Queries 2021 SIGMOD 7.6584982e-05
3,367 Exact Cardinality Query Optimization for Optimizer Testing 2009 VLDB 7.3719456e-05
3,562 Astrid: Accurate Selectivity Estimation for String Predicates using Deep Learning 2021 VLDB 7.2046519e-05
4,462 DigitHist: a Histogram-Based Data Summary with Tight Error Bounds 2017 VLDB 6.5880099e-05
5,580 Bloom Histogram: Path Selectivity Estimation for XML Data with Updates 2004 VLDB 6.0769576e-05
5,815 Exploiting Ordered Dictionaries to Efficiently Construct Histograms with Q-Error Guarantees in SAP HANA 2014 SIGMOD 5.9844993e-05
5,840 Pre-training Summarization Models of Structured Datasets for Cardinality Estimation 2022 VLDB 5.9737703e-05
5,973 Understanding Cardinality Estimation using Entropy Maximization 2010 PODS 5.9306716e-05
6,486 Approximate Summaries for Why and Why-not Provenance 2020 VLDB 5.7686627e-05
6,639 Approximating and Testing k-Histogram Distributions in Sub-linear Time 2012 PODS 5.7259633e-05
6,884 LPLM: A Neural Language Model for Cardinality Estimation of LIKE-Queries 2024 SIGMOD 5.6563432e-05
7,513 Computing A Well-Representative Summary of Conjunctive Query Results 2024 PODS 5.5049463e-05
8,206 Probabilistic Histograms for Probabilistic Data 2009 VLDB 5.3778354e-05
8,272 NOAH: Interactive Spreadsheet Exploration with Dynamic Hierarchical Overviews 2021 VLDB 5.3643259e-05
8,276 Consistent and Flexible Selectivity Estimation for High-Dimensional Data 2021 SIGMOD 5.3641556e-05
8,576 Histograms as a Side Effect of Data Movement for Big Data 2014 SIGMOD 5.3111243e-05
9,113 Presto’s History-based Query Optimizer 2024 VLDB 5.2276066e-05
9,387 Optimality and Scalability in Lattice Histogram Construction 2009 VLDB 5.1868213e-05
9,570 Determining Exact Quantiles with Randomized Summaries 2024 SIGMOD 5.1571823e-05
9,632 Small Selectivities Matter: Lifting the Burden of Empty Samples 2021 SIGMOD 5.1472849e-05
9,910 Cardinality Estimation for Similarity Search on High-Dimensional Data Objects: The Impact of Reference Objects 2025 VLDB 5.1103839e-05
10,205 Turbo-Charging SPJ Query Plans with Learned Physical Join Operator Selections 2022 VLDB 5.0603873e-05
10,909 Incremental Query Optimizer Statistics in Amazon Redshift 2026 VLDB 4.9793485e-05
11,257 ACE: A Cardinality Estimator for Set-Valued Queries 2025 VLDB 4.9793485e-05
11,290 Cardinality Estimation for Having-Clauses 2025 VLDB 4.9793485e-05
12,319 Are Few Bins Enough: Testing Histogram Distributions 2016 PODS 4.9793485e-05
12,549 Statistics Collection in Oracle Spatial and Graph: Fast Histogram Construction for Complex Geometry Objects 2013 VLDB 4.9793485e-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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