Concept
Traitement analytique en ligne
Publications associées (113)
Efficient Concurrent Analytical Query Processing using Data and Workload-conscious Sharing
Analytical workloads are evolving as the number of users surges and applications that submit queries in batches become popular. However, traditional analytical databases that optimize-then-execute each query individually struggle to provide timely response ...
EPFL2023Interactive-time Exploration, Querying, and Analysis of Large High-dimensional Datasets
In the current era of big data, aggregation queries on high-dimensional datasets are frequently utilized to uncover hidden patterns, trends, and correlations critical for effective business decision-making. Data cubes facilitate such queries by employing p ...
EPFL2023A Robust Framework for Generating Adsorption Isotherms to Screen Materials for Carbon Capture
Berend Smit, Susana Garcia Lopez, Elias Moubarak, Seyedmohamad Moosavi
To rank the performanceof materials for a given carbon captureprocess, we rely on pure component isotherms from which we predictthe mixture isotherms. For screening a large number of materials,we also increasingly rely on isotherms predicted from molecular ...
AMER CHEMICAL SOC2023Phonons, electron-phonon coupling and charge transport in low-dimensional materials
Over the past few decades, nanostructures have garnered significant attention due to their potential for embodying new physical paradigms and delivering cutting-edge technological applications. Dimensionality strongly affects the vibrational, electron-phon ...
EPFL2023Assortment optimization using an attraction model in an omnichannel environment
Ralf Seifert, Andrey Vasilyev, Sebastian Maier
Making assortment decisions is becoming an increasingly difficult task for many retailers worldwide as they implement omnichannel initiatives. Discrete choice modeling lies at the core of this challenge, yet existing models do not sufficiently account for ...
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