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Related publications (54)
Data Champions Lunch Talks - Green Bytes: Data-Driven Approaches to EPFL Sustainability
Miguel Peon Quiros, Francesco Varrato, Chiara Gabella, Manuel Simon Paul Cubero-Castan
For this edition of the DC Lunch Talks series, the discussion centered around Data-Driven Approaches to sustainability at EPFL, a topic of significant relevance in the contemporary academic landscape. The event featured a series of short talks by experts w ...
2024Algorithms push forward the application of MALDI-TOF mass fingerprinting in rapid precise diagnosis
Macromolecular mass fingerprinting using matrix-assisted laser desorption/ionization time-of-flight mass spectrometry is a quick tool for biochemical analysis. In combination with algorithms for automated data analysis and interpretation, it has wide appli ...
WILEY2023Pixels: An Efficient Column Store for Cloud Data Lakes
Anastasia Ailamaki, Haoqiong Bian
To benefit from the cloud’s higher elasticity and price-efficiency, most modern data-lake engines support S3-like cloud object storage (COS) services as their optional or preferred underlying storage. Meanwhile, the widespread column stores, such as Parque ...
IEEE2022State-of-the-art of data collection, analytics, and future needs of transmission utilities worldwide to account for the continuous growth of sensing data
Mario Paolone, Michael Ingram, Panagiotis Papadopoulos
Nowadays, transmission system operators require higher degree of observability in real-time to gain situational awareness and improve the decision-making process to guarantee a safe and reliable operation. Digitalization of energy systems allows utilities ...
ELSEVIER SCI LTD2022An Integrated Approach to Learning Analytics
Denis Gillet, Juan Carlos Farah, Sandy Ingram
Despite the rise in services generating learning analytics, there is a lack of standard models and guidelines for data integration and aggregation to inform the design choices of applications supporting learning analytics. We propose a bottom-up, user-driv ...
2021An End-to-End Data Pipeline for Managing Learning Analytics
Denis Gillet, Juan Carlos Farah, Sandy Ingram, Joana Catarina Soares Machado
Despite the importance of learning analytics in digital education, there is limited support for researchers in education to generate, access, and share experimental data while complying with ethical and privacy legislation. We propose a set of related tool ...
2021Clouseau: Blockchain-based Data Integrity for HDFS Clusters
As the volume of produced data is exponentially increasing, companies tend to rely on distributed systems to meet the surging demand for storage capacity. With the business workflows becoming more and more complex, such systems often consist of or are acce ...
IEEE COMPUTER SOC2021Learning Analytics for Adaptive and Self-Improving Learning Environments for Inductive Teaching
The emergence of digital technology is changing education in many ways. A particularly interesting aspect of this transformation is the development of learning environments that can automatically adapt to individual students and can collect data in order t ...
EPFL2021Materials Cloud, a platform for open computational science
Berend Smit, Nicola Marzari, Giovanni Pizzi, Martin Uhrin, Fernando Gargiulo, Christoph Leopold Talirz, Aliaksandr Yakutovich, Sebastiaan Philippe Huber, Snehal Pramod Kumbhar, Spyros Zoupanos, Elsa Passaro, Daniele Passerone
Materials Cloud is a platform designed to enable open and seamless sharing of resources for computational science, driven by applications in materials modelling. It hosts (1) archival and dissemination services for raw and curated data, together with their ...
2020Understanding Computational Costs of Cellular-Level Brain Tissue Simulations Through Analytical Performance Models
Felix Schürmann, Francesco Cremonesi
Computational modeling and simulation have become essential tools in the quest to better understand the brain's makeup and to decipher the causal interrelations of its components. The breadth of biochemical and biophysical processes and structures in the b ...
HUMANA PRESS INC2020