Data Generation for Application-Specific Benchmarking
Summary: Bottom-up, community-driven benchmarking for data-centric workloads as an alternative to TPC. Advocates synthetic data scaling of empirical datasets and develops attribute-value correlation theory to enable application-specific benchmarks. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Y.C. Tay (National University of Singapore)
BibTeX Citation
@article{tay_vldb11,
title = {{Data Generation for Application-Specific Benchmarking}},
author = {Tay, Y.C.},
journal = {PVLDB},
series = {{VLDB} '11},
volume = {4},
number = {12},
pages = {1470--1473},
doi = {10.14778/3402755.3402798},
url = {https://doi.org/10.14778/3402755.3402798},
year = {2011}
}Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 236 | LinkBench: a Database Benchmark Based on the Facebook Social Graph | 2013 | SIGMOD | 0.00023671522 |
| 8,028 | Dscaler: Synthetically Scaling A Given Relational Database | 2016 | VLDB | 5.4041252e-05 |
| 8,735 | RBench: Application-Specific RDF Benchmarking | 2015 | SIGMOD | 5.2905469e-05 |
| 9,179 | FEBench: A Benchmark for Real-Time Relational Data Feature Extraction | 2023 | VLDB | 5.2121898e-05 |
| 9,706 | Database Gyms | 2023 | CIDR | 5.1376763e-05 |
| 13,837 | A Collaborative Framework for Tweaking Properties in A Synthetic Dataset | 2018 | VLDB | - |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 160 | CORDS: Automatic Discovery of Correlations and Soft Functional Dependencies | 2004 | SIGMOD | 0.00027837289 |
| 747 | QAGen: Generating Query-Aware Test Databases | 2007 | SIGMOD | 0.00014283935 |
| 955 | Flexible Database Generators | 2005 | VLDB | 0.00012866364 |
| 1,602 | Simple and Realistic Data Generation | 2006 | VLDB | 0.00010101626 |
| 3,268 | Apples and Oranges: A Comparison of RDF Benchmarks and Real RDF Datasets | 2011 | SIGMOD | 7.4761314e-05 |
| 3,500 | CORADD: Correlation Aware Database Designer for Materialized Views and Indexes | 2010 | VLDB | 7.2534237e-05 |
| 7,196 | The TEXTURE Benchmark: Measuring Performance of Text Queries on a Relational DBMS | 2005 | VLDB | 5.5896469e-05 |
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