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 | 0.0002906793 |
| 7,759 | Dscaler: Synthetically Scaling A Given Relational Database | 2016 | VLDB | 4.6593145e-05 |
| 8,577 | RBench: Application-Specific RDF Benchmarking | 2015 | SIGMOD | 4.4926769e-05 |
| 9,364 | FEBench: A Benchmark for Real-Time Relational Data Feature Extraction | 2023 | VLDB | 4.3502487e-05 |
| 9,467 | Database Gyms | 2023 | CIDR | 4.3346412e-05 |
| 13,323 | 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 | 0.00032746205 |
| 888 | QAGen: Generating Query-Aware Test Databases | 2007 | SIGMOD | 0.00015578618 |
| 934 | Flexible Database Generators | 2005 | VLDB | 0.00015227409 |
| 1,483 | Simple and Realistic Data Generation | 2006 | VLDB | 0.00011720317 |
| 3,442 | Apples and Oranges: A Comparison of RDF Benchmarks and Real RDF Datasets | 2011 | SIGMOD | 7.0907071e-05 |
| 3,867 | CORADD: Correlation Aware Database Designer for Materialized Views and Indexes | 2010 | VLDB | 6.683173e-05 |
| 6,697 | The TEXTURE Benchmark: Measuring Performance of Text Queries on a Relational DBMS | 2005 | VLDB | 4.9577992e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,784 | Database and Transaction Processing Benchmarks | 1992 | SIGMOD | 4.2856106e-05 |
| 340 | OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases | 2014 | VLDB | 0.00026841628 |
| 659 | The Making of TPC-DS | 2006 | VLDB | 0.00018500853 |
| 3,241 | TPC-DS, Taking Decision Support Benchmarking to the Next Level | 2002 | SIGMOD | 7.3305643e-05 |
| 954 | Benchmarking Simple Database Operations | 1987 | SIGMOD | 0.0001507746 |
| 9,300 | Keeping the TPC Relevant! | 2013 | VLDB | 4.3587894e-05 |
| 14,253 | Database System Performance Measurement | 1986 | SIGMOD | - |
| 3,951 | Why You Should Run TPC-DS: A Workload Analysis | 2007 | VLDB | 6.5953162e-05 |
| 8,624 | A Study of Database Performance Sensitivity to Experiment Settings | 2022 | VLDB | 4.483049e-05 |
| 4,517 | Generating Databases for Query Workloads | 2010 | VLDB | 6.1178732e-05 |