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
- 2. Nick Cheng
- 3. Wing-Kai Hon
Incoming Citations (Sorted by Pagerank)
Showing 9 of 9 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,295 | Data Generation using Declarative Constraints | 2011 | SIGMOD | 9.0842571e-05 |
| 3,924 | A Unified Deep Model of Learning from both Data and Queries for Cardinality Estimation | 2021 | SIGMOD | 6.6227223e-05 |
| 5,944 | SAM: Database Generation from Query Workloads with Supervised Autoregressive Models | 2022 | SIGMOD | 5.2583712e-05 |
| 6,229 | Just can't get enough - Synthesizing Big Data | 2015 | SIGMOD | 5.140274e-05 |
| 6,886 | Synthesizing Linked Data Under Cardinality and Integrity Constraints | 2021 | SIGMOD | 4.8904572e-05 |
| 7,760 | Dscaler: Synthetically Scaling A Given Relational Database | 2016 | VLDB | 4.6548456e-05 |
| 8,870 | DataSynth: Generating Synthetic Data using Declarative Constraints | 2011 | VLDB | 4.4274172e-05 |
| 8,958 | Understanding Queries by Conditional Instances | 2022 | SIGMOD | 4.417947e-05 |
| 10,282 | Toward Drift-Aware Database Benchmarking | 2026 | VLDB | 4.1905499e-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 |
|---|---|---|---|---|
| 145 | Quickly Generating Billion-Record Synthetic Databases | 1994 | SIGMOD | 0.00041403894 |
| 882 | QAGen: Generating Query-Aware Test Databases | 2007 | SIGMOD | 0.00015634206 |
| 2,035 | Generating Example Data for Dataflow Programs | 2009 | SIGMOD | 9.7131385e-05 |
| 2,280 | Generating Targeted Queries for Database Testing | 2008 | SIGMOD | 9.1247368e-05 |
| 4,629 | Test Data for Relational Queries (Extended abstract) | 1986 | PODS | 6.0312214e-05 |
| 7,170 | Database Support for Matching: Limitations and Opportunities | 2006 | SIGMOD | 4.807309e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,363 | An In-Depth Benchmarking of Text-to-SQL Systems | 2021 | SIGMOD | 5.5467941e-05 |
| 2,126 | IDEBench: A Benchmark for Interactive Data Exploration | 2020 | SIGMOD | 9.4814404e-05 |
| 10,431 | A Query-Aware Enormous Database Generator For System Performance Evaluation | 2025 | SIGMOD | 4.1905499e-05 |
| 10 | Benchmarking Database Systems: A Systematic Approach | 1983 | VLDB | 0.0012093675 |
| 7,892 | M2Bench: A Database Benchmark for Multi-Model Analytic Workloads | 2023 | VLDB | 4.6200834e-05 |
| 8,621 | A Study of Database Performance Sensitivity to Experiment Settings | 2022 | VLDB | 4.4787515e-05 |
| 9,779 | BenchPress: Dynamic Workload Control in the OLTP-Bench Testbed | 2015 | SIGMOD | 4.2815042e-05 |
| 2,996 | Data Generation for Application-Specific Benchmarking | 2011 | VLDB | 7.7580926e-05 |
| 958 | Benchmarking Simple Database Operations | 1987 | SIGMOD | 0.0001506448 |
| 339 | OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases | 2014 | VLDB | 0.00026895683 |