General information
We develop aggressive compilation techniques for database query processing. In the DBToaster project, we specifically focus on realizing what we call agile views, which are queries whose results we continuously keep fresh and available as a database undergoes rapid change. Agile views have important applications in large-scale interactive data analysis, database and policy monitoring, Markov Chain Monte Carlo, and automated trading. Our techniques are based on highly efficient incremental query evaluation techniques. We are currently also working on a compiler for generating massively parallel data management systems based on lightweight components for data analysis in the cloud.
This is a joint project with Johns Hopkins University and SUNY Buffalo.
Detailed information can be found at http://www.dbtoaster.org.
Publications
Alex’s Vision in Functional Quantum Matter
Condensed Matter. 2024-06-01. Vol. 9, num. 2, p. 23. DOI : 10.3390/condmat9020023.Electrodeposition of polyaniline on reduced graphene oxide/cotton yarn with tunable electrochemical performance for flexible textile supercapacitors
Polymer. 2024-06-21. Vol. 306, p. 127200. DOI : 10.1016/j.polymer.2024.127200.Quantification of Native Lignin Structural Features with Gel-Phase 2D-HSQC0 Reveals Lignin Structural Changes During Extraction
Angewandte Chemie-International Edition. 2024-06-24. DOI : 10.1002/anie.202404442.Direct high-temperature growth of GaN on Si using trimethylaluminum preflow enabling vertically-conducting heterostructures
Japanese Journal Of Applied Physics. 2024-06-03. Vol. 63, num. 6, p. 060904. DOI : 10.35848/1347-4065/ad5480.Anisotropic Adaptive Finite Elements for a p-Laplacian Problem
Computational Methods In Applied Mathematics. 2024-06-26. DOI : 10.1515/cmam-2022-0205.Overview of fast particle experiments in the first MAST Upgrade experimental campaigns
Nuclear Fusion. 2024-08-01. Vol. 64, num. 8, p. 086025. DOI : 10.1088/1741-4326/ad56a2.Nanocluster Aerosols from Ozone-Human Chemistry Are Dominated by Squalene-Ozone Reactions
Environmental Science & Technology Letters. 2024-06-21. DOI : 10.1021/acs.estlett.4c00289.Realization of an atomic quantum Hall system in four dimensions
Science. 2024-04-12. Vol. 384, num. 6692, p. 223-227. DOI : 10.1126/science.adf8459.Highly dispersed nanomaterials in polymer matrix via aerosol-jet-based multi-material 3D printing
Nano Energy. 2024-09-01. Vol. 128, p. 109803. DOI : 10.1016/j.nanoen.2024.109803.Simulations of primary and secondary ice production during an Arctic mixed-phase cloud case from the Ny-Ålesund Aerosol Cloud Experiment (NASCENT) campaign
Atmospheric Chemistry And Physics. 2024-06-24. Vol. 24, num. 12, p. 7179-7202. DOI : 10.5194/acp-24-7179-2024.Project Participants (EPFL members listed only)
Alumni
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Thierry Coppey
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Oliver Kennedy (still in the project, but now at SUNY Buffalo)
Acknowledgments
This project is supported by ERC grant 279804 ALGILE.