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
A Closed-Form Pairwise Solution to Local Non-Rigid Structure-from-Motion
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2024.Recent Advances in Alginate-Based Hydrogels for Cell Transplantation Applications.
Pharmaceutics. 2024. Vol. 16, p. 469. DOI : 10.3390/pharmaceutics16040469.Embodied Carbon Premium for Cantilevers
Buildings. 2024. Vol. 14, num. 4, p. 871. DOI : 10.3390/buildings14040871.An image convolution-based method for the irregular stone packing problem in masonry wall construction
European Journal of Operational Research. 2024. DOI : 10.1016/j.ejor.2024.01.037.Discomfort glare from daylight: Influence of transmitted color and the eye’s macular pigment
Bright environments Daylight in Sustainable Building Design, ETH Zurich, Switzerland, August 25, 2023.Variation in Phototopic and Melanopic Lighting in Swiss Offices: A Field Study
2023-09-20. CIE 2023 Conference, Ljubljana, Slovenia, September 18-20, 2023.Error estimates for SUPG-stabilised Dynamical Low Rank Approximations
2024.Seasonal asymmetries and long-term trends in atmospheric and ionospheric temperatures in polar regions and their dependence on solar activity (SATS)
2023
« La plus vieille usine du monde ». Socio-histoire de l’incinérateur du Vallon (1958-2005)
2024-03-27
Dataset for “Complexity of crack front geometry enhances toughness of brittle solids”
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.