Evaluating Query Languages and Systems for High-Energy Physics Data
Summary: Benchmarks six general-purpose query systems on HEP workloads, exposing wide variation in language naturalness and concision. Most run 10–100× slower than the physicists’ domain-specific tool, showing databases remain promising but not yet competitive. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Dan Graur (ETH Zurich)
- 2. Ingo Müller (ETH Zurich)
- 3. Mason Proffitt (University of Washington)
- 4. Ghislain Fourny (ETH Zurich)
- 5. Gordon T. Watts (University of Washington)
- 6. Gustavo Alonso (ETH Zurich)
BibTeX Citation
@article{graur_vldb22,
title = {{Evaluating Query Languages and Systems for High-Energy Physics Data}},
author = {Graur, Dan and Müller, Ingo and Proffitt, Mason and Fourny, Ghislain and Watts, Gordon T. and Alonso, Gustavo},
journal = {PVLDB},
series = {{VLDB} '22},
volume = {15},
number = {2},
pages = {154--168},
doi = {10.14778/3489496.3489498},
url = {https://doi.org/10.14778/3489496.3489498},
year = {2022}
}Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,100 | Adaptive data transformations for QaaS | 2025 | CIDR | 5.0789354e-05 |
| 10,250 | AnyBlox: A Framework for Self-Decoding Datasets | 2025 | VLDB | 5.051964e-05 |
| 11,037 | Future-Proof Data Systems | 2026 | VLDB | 4.9793485e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 10 of 10 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 23 | Spark SQL: Relational Data Processing in Spark | 2015 | SIGMOD | 0.00055406774 |
| 34 | The Design Of Postgres | 1986 | SIGMOD | 0.00049142315 |
| 49 | Dremel: Interactive Analysis of Web-Scale Datasets | 2010 | VLDB | 0.00043160717 |
| 52 | The Snowflake Elastic Data Warehouse | 2016 | SIGMOD | 0.00041219077 |
| 63 | Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases | 2017 | SIGMOD | 0.00038531147 |
| 922 | AsterixDB: A Scalable, Open Source BDMS | 2014 | VLDB | 0.00013068048 |
| 3,069 | Adaptive Query Processing on RAW Data | 2014 | VLDB | 7.6822697e-05 |
| 5,669 | Critical Database Technologies for High Energy Physics | 1997 | VLDB | 6.0451454e-05 |
| 7,744 | Rumble: Data Independence for Large Messy Data Sets | 2021 | VLDB | 5.4610663e-05 |
| 9,163 | Petabyte Databases | 1999 | SIGMOD | 5.215254e-05 |
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|---|---|---|---|---|
| 1 | 6,935 | Demonstrating Efficient Query Processing in Heterogeneous Environments | 2014 | SIGMOD |
| 2 | 21 | Efficiently Compiling Efficient Query Plans for Modern Hardware | 2011 | VLDB |
| 3 | 12,580 | Efficient Implementation of Generalized Quantification in Relational Query Languages | 2013 | VLDB |
| 4 | 8,831 | Graph Data Models, Query Languages and Programming Paradigms | 2018 | VLDB |
| 5 | 2,422 | Parallel Data Analysis Directly on Scientific File Formats | 2014 | SIGMOD |
| 6 | 4,624 | A Specialized Data Management System For Parallel Execution of Particle Physics Codes | 1988 | SIGMOD |
| 7 | 1,469 | A Query Language for Multidimensional Arrays: Design, Implementation, and Optimization Techniques | 1996 | SIGMOD |
| 8 | 495 | Building Efficient Query Engines in a High-Level Language | 2014 | VLDB |
| 9 | 5,155 | An In-Depth Benchmarking of Text-to-SQL Systems | 2021 | SIGMOD |
| 10 | 5,669 | Critical Database Technologies for High Energy Physics | 1997 | VLDB |