20th IEEE International Conference on e-Science – IEEE eScience 2024 (Osaka – Japan)
20th IEEE International Conference on e-Science – IEEE eScience 2024 (Osaka – Japan) Read More »
Predictive maintenance, coupled with the Internet of Things (IoT) and Artificial Intelligence (AI), represents a revolutionary approach to equipment maintenance. Traditionally, maintenance has been performed on a fixed schedule or in response to failures, leading to inefficiencies and downtime. Predictive maintenance aims to address these shortcomings by leveraging IoT sensors and AI algorithms to predict
Federated Learning, the security asset for local maintenance of your data Read More »
Because we are all concerned by the Energy Sobriety Plan and the Decarbonization Strategy, it seemed natural to us to extend the deployment of our AI/IoT platform BL.Predict to… our own premises! As part of the Berger-Levrault Group’s internal CSR policy, our objective is twofold: A project revealing our daily practices From November 2022, we
Some benefits of BL.Predict for you… and for us! Read More »
There are thousands of institutions like hospitals collecting private and sensitive data, which mean they can not be transferred to be used. Though federated learning needs data to be trained. As we can not send them to a database like this (unprotected, non-confidential), a solution has been thought: each institution will locally train a model
A Federated Learning Framework for IoT Read More »
Wednesday 6th of Otober, the Chaire Edge Intelligence event will take place at MAIA in Grenoble (France). The topic of this edition is « Learning around connected object data ». This monthly meeting has been created to speak and share, on the one hand, about conception challenges on new automatic learning methods using the EDGE
Chaire Edge Intelligence Read More »
Nowadays, a massive amount of data is generated by devices such as smartphones and connected objects (IoT). This data is used to train high-performance machine learning (ML) models, making artificial intelligence (AI) present in our daily lives. Data is generally sent to the cloud, where it is stored, processed, and used to train models in
What is Federated Learning? Read More »