Redbench: Workload Synthesis From Cloud Traces
Summary: Redbench synthesizes reproducible cloud-warehouse query streams from provider traces, transforming existing benchmarks to capture repetition, string-heavy queries, and other intrinsic workload signals. It exposes optimization effects across four commercial platforms more realistically than TPC-H/DS. (summarized by gpt-5.6-luna on Aug 17 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Johannes Wehrstein (Technical University of Darmstadt)
- 2. Roman Heinrich (German National Research Center for Information Technology; Technical University of Darmstadt)
- 3. Mihail Stoian (University of Technology Nuremberg)
- 4. Skander Krid (Snowflake)
- 5. Martin Stemmer (Technical University of Darmstadt)
- 6. Andreas Kipf (University of Technology Nuremberg)
- 7. Carsten Binnig (German National Research Center for Information Technology; Technical University of Darmstadt)
- 8. Muhammad El-Hindi (Technical University of Munich)
BibTeX Citation
@article{wehrstein_vldb26,
title = {{Redbench: Workload Synthesis From Cloud Traces}},
author = {Wehrstein, Johannes and Heinrich, Roman and Stoian, Mihail and Krid, Skander and Stemmer, Martin and Kipf, Andreas and Binnig, Carsten and El-Hindi, Muhammad},
journal = {PVLDB},
series = {{VLDB} '26},
volume = {19},
number = {9},
pages = {2113--2125},
doi = {10.14778/3819518.3819538},
url = {https://doi.org/10.14778/3819518.3819538},
year = {2026}
}Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,844 | Bespoke OLAP: Synthesizing Workload-Specific One-size-fits-one Database Engines | 2026 | VLDB | 5.4255843e-05 |
| 10,822 | Toward Drift-Aware Database Benchmarking | 2026 | VLDB | 4.9605343e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 16 of 16 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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