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
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 281 | LinkBench: a Database Benchmark Based on the Facebook Social Graph | 2013 | SIGMOD | 0.00029084275 |
| 7,760 | Dscaler: Synthetically Scaling A Given Relational Database | 2016 | VLDB | 4.6548456e-05 |
| 8,574 | RBench: Application-Specific RDF Benchmarking | 2015 | SIGMOD | 4.4884743e-05 |
| 9,372 | FEBench: A Benchmark for Real-Time Relational Data Feature Extraction | 2023 | VLDB | 4.3461481e-05 |
| 9,469 | Database Gyms | 2023 | CIDR | 4.3304872e-05 |
| 13,336 | 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 |
|---|---|---|---|---|
| 224 | CORDS: Automatic Discovery of Correlations and Soft Functional Dependencies | 2004 | SIGMOD | 0.00032743209 |
| 882 | QAGen: Generating Query-Aware Test Databases | 2007 | SIGMOD | 0.00015634206 |
| 933 | Flexible Database Generators | 2005 | VLDB | 0.00015220613 |
| 1,482 | Simple and Realistic Data Generation | 2006 | VLDB | 0.00011715248 |
| 3,445 | Apples and Oranges: A Comparison of RDF Benchmarks and Real RDF Datasets | 2011 | SIGMOD | 7.0841622e-05 |
| 3,868 | CORADD: Correlation Aware Database Designer for Materialized Views and Indexes | 2010 | VLDB | 6.6786821e-05 |
| 6,698 | The TEXTURE Benchmark: Measuring Performance of Text Queries on a Relational DBMS | 2005 | VLDB | 4.9534956e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,870 | DBPA: A Benchmark for Transactional Database Performance Anomalies | 2023 | SIGMOD | 5.8583776e-05 |
| 339 | OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases | 2014 | VLDB | 0.00026895683 |
| 659 | The Making of TPC-DS | 2006 | VLDB | 0.00018514913 |
| 3,236 | TPC-DS, Taking Decision Support Benchmarking to the Next Level | 2002 | SIGMOD | 7.3294564e-05 |
| 958 | Benchmarking Simple Database Operations | 1987 | SIGMOD | 0.0001506448 |
| 9,304 | Keeping the TPC Relevant! | 2013 | VLDB | 4.3550373e-05 |
| 14,267 | Database System Performance Measurement | 1986 | SIGMOD | - |
| 3,800 | Why You Should Run TPC-DS: A Workload Analysis | 2007 | VLDB | 6.7529849e-05 |
| 8,621 | A Study of Database Performance Sensitivity to Experiment Settings | 2022 | VLDB | 4.4787515e-05 |
| 4,441 | Generating Databases for Query Workloads | 2010 | VLDB | 6.1795515e-05 |