Database System Support of Simulation Data
Summary: Maps terabyte-scale numerical simulation files into array DBMSs, mitigating irregular-mesh sparsity via equi-depth histograms and space-filling curves. SciDB experiments show arrays and column stores outperform row stores, while exposing when column stores beat arrays. (summarized by gpt-5.6-luna on Jul 24 2026)
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Authors
- 1. Hermano Lustosa (National Laboratory for Scientific Computing)
- 2. Fabio Porto (National Laboratory for Scientific Computing)
- 3. Pablo Blanco (National Laboratory for Scientific Computing)
- 4. Patrick Valduriez (INRIA; Laboratory of Computer Science, Robotics and Microelectronics of Montpellier)
BibTeX Citation
@article{lustosa_vldb16,
title = {{Database System Support of Simulation Data}},
author = {Lustosa, Hermano and Porto, Fabio and Blanco, Pablo and Valduriez, Patrick},
journal = {PVLDB},
series = {{VLDB} '16},
volume = {9},
number = {13},
doi = {10.14778/3007263.3007271},
url = {https://doi.org/10.14778/3007263.3007271},
year = {2016}
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Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 239 | Overview of SciDB: Large Scale Array Storage, Processing and Analysis | 2010 | SIGMOD | 0.00023674329 |
| 868 | Requirements for Science Data Bases and SciDB | 2009 | CIDR | 0.00013504796 |
| 1,507 | Column Imprints: A Secondary Index Structure | 2013 | SIGMOD | 0.0001054177 |
| 2,155 | Integrating the UB-Tree into a Database System Kernel | 2000 | VLDB | 9.0713545e-05 |
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