Generating Databases for Query Workloads
Summary: MyBenchmark is an offline data-generation tool that ingests a query set and emits database instances whose data distributions reproduce workload. Focuses on application-driven benchmarking; architecture, algorithms, and evaluation on TPC workloads. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Eric Lo (Hong Kong Polytechnic University)
- 2. Nick Cheng (Hong Kong Polytechnic University)
- 3. Wing-Kai Hon (National Tsing Hua University)
BibTeX Citation
@article{lo_vldb10,
title = {{Generating Databases for Query Workloads}},
author = {Lo, Eric and Cheng, Nick and Hon, Wing-Kai},
journal = {PVLDB},
series = {{VLDB} '10},
volume = {3},
number = {1},
doi = {10.14778/1920841.1920950},
url = {https://doi.org/10.14778/1920841.1920950},
year = {2010}
}Incoming Citations (Sorted by Pagerank)
Showing 9 of 9 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,369 | Data Generation using Declarative Constraints | 2011 | SIGMOD | 8.682429e-05 |
| 3,086 | A Unified Deep Model of Learning from both Data and Queries for Cardinality Estimation | 2021 | SIGMOD | 7.7708642e-05 |
| 5,105 | SAM: Database Generation from Query Workloads with Supervised Autoregressive Models | 2022 | SIGMOD | 6.3628539e-05 |
| 5,992 | Just can't get enough - Synthesizing Big Data | 2015 | SIGMOD | 6.0160344e-05 |
| 6,755 | Synthesizing Linked Data Under Cardinality and Integrity Constraints | 2021 | SIGMOD | 5.7830386e-05 |
| 7,866 | Dscaler: Synthetically Scaling A Given Relational Database | 2016 | VLDB | 5.5281143e-05 |
| 8,970 | Understanding Queries by Conditional Instances | 2022 | SIGMOD | 5.3422757e-05 |
| 9,028 | DataSynth: Generating Synthetic Data using Declarative Constraints | 2011 | VLDB | 5.3292816e-05 |
| 10,569 | Toward Drift-Aware Database Benchmarking | 2026 | VLDB | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 105 | Quickly Generating Billion-Record Synthetic Databases | 1994 | SIGMOD | 0.00033877899 |
| 734 | QAGen: Generating Query-Aware Test Databases | 2007 | SIGMOD | 0.00014525584 |
| 2,069 | Generating Targeted Queries for Database Testing | 2008 | SIGMOD | 9.2293717e-05 |
| 2,077 | Generating Example Data for Dataflow Programs | 2009 | SIGMOD | 9.2085989e-05 |
| 5,113 | Test Data for Relational Queries (Extended abstract) | 1986 | PODS | 6.3587816e-05 |
| 7,584 | Database Support for Matching: Limitations and Opportunities | 2006 | SIGMOD | 5.5913983e-05 |
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