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Flexible Database Generators

Summary: Introduces a flexible, scalable data-generation framework to model diverse data distributions for database workloads. Maps synthetic distributions to the framework and reports results, addressing reproducibility and modifiability of data and workloads. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
9245
Venue
VLDB
Year
2005
Pagerank
0.00015227409
Overall Rank
934 | 93.51%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 23 of 23 citing papers.

Rank Citing Paper Year Venue Pagerank
888 QAGen: Generating Query-Aware Test Databases 2007 SIGMOD 0.00015578618
1,483 Simple and Realistic Data Generation 2006 VLDB 0.00011720317
2,277 Generating Targeted Queries for Database Testing 2008 SIGMOD 9.1241198e-05
2,291 Data Generation using Declarative Constraints 2011 SIGMOD 9.0926719e-05
2,650 Detecting Logic Bugs of Join Optimizations in DBMS 2023 SIGMOD 8.3708191e-05
2,994 Data Generation for Application-Specific Benchmarking 2011 VLDB 7.761114e-05
3,218 Reverse Data Management 2011 VLDB 7.3592173e-05
4,215 Generating XML Structure Using Examples and Constraints 2008 VLDB 6.3527334e-05
6,137 Detecting Metadata-Related Logic Bugs in Database Systems via Raw Database Construction 2024 VLDB 5.1916986e-05
6,234 Just can't get enough - Synthesizing Big Data 2015 SIGMOD 5.1451686e-05
6,273 Identifying the Extent of Completeness of Query Answers over Partially Complete Databases 2015 SIGMOD 5.1323078e-05
6,887 Synthesizing Linked Data Under Cardinality and Integrity Constraints 2021 SIGMOD 4.8937852e-05
7,464 Testing Database Applications 2006 SIGMOD 4.722995e-05
7,759 Dscaler: Synthetically Scaling A Given Relational Database 2016 VLDB 4.6593145e-05
7,895 HYDRA: A Dynamic Big Data Regenerator 2018 VLDB 4.623701e-05
8,278 Constant Optimization Driven Database System Testing 2025 SIGMOD 4.5435639e-05
8,870 DataSynth: Generating Synthetic Data using Declarative Constraints 2011 VLDB 4.431665e-05
9,763 The UDFBench Benchmark for General-purpose UDF Queries 2025 VLDB 4.2856106e-05
9,836 Projection-Compliant Database Generation 2022 VLDB 4.2747054e-05
10,114 SRS: Detecting Logic Bugs of Join Implementation in DBMSs via Set Relation Synthesis 2026 SIGMOD 4.1945683e-05
10,603 Detecting Schema-Related Logic Bugs in Relational DBMSs via Equivalent Database Construction 2025 VLDB 4.1945683e-05
10,622 Simple Testing Can Expose Most Critical Transaction Bugs: Understanding and Detecting Write-Specific Serializability Violations in Database Systems 2025 VLDB 4.1945683e-05
12,291 Visualizing the robustness of query execution 2009 CIDR 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 9 of 9 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
10 Benchmarking Database Systems: A Systematic Approach 1983 VLDB 0.0012103754
141 Selectivity Estimation Without the Attribute Value Independence Assumption 1997 VLDB 0.00041786333
145 Quickly Generating Billion-Record Synthetic Databases 1994 SIGMOD 0.0004138408
512 STHoles: A Multidimensional Workload-Aware Histogram 2001 SIGMOD 0.00021380733
529 Self-tuning Histograms: Building Histograms Without Looking at Data 1999 SIGMOD 0.00020828852
852 Dynamic Multidimensional Histograms 2002 SIGMOD 0.00015941524
1,011 ToXgene: A template-based data generator for XML 2002 SIGMOD 0.00014652718
3,651 Conditional Selectivity for Statistics on Query Expressions 2004 SIGMOD 6.8768678e-05
5,435 Materialized View and Index Selection Tool for Microsoft SQL Server 2000 2001 SIGMOD 5.5043441e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
6,234 Just can't get enough - Synthesizing Big Data 2015 SIGMOD 5.1451686e-05
852 Dynamic Multidimensional Histograms 2002 SIGMOD 0.00015941524
8,090 Probabilistic Histograms for Probabilistic Data 2009 VLDB 4.5888589e-05
8,625 Generating Flexible Workloads for Graph Databases 2016 VLDB 4.4830029e-05
10,421 A Query-Aware Enormous Database Generator For System Performance Evaluation 2025 SIGMOD 4.1945683e-05
2,277 Generating Targeted Queries for Database Testing 2008 SIGMOD 9.1241198e-05
1,483 Simple and Realistic Data Generation 2006 VLDB 0.00011720317
9,064 Feasible Itemset Distributions in Data Mining: Theory and Application 2003 PODS 4.4039656e-05
2,291 Data Generation using Declarative Constraints 2011 SIGMOD 9.0926719e-05
145 Quickly Generating Billion-Record Synthetic Databases 1994 SIGMOD 0.0004138408