Combining Federated and Active Learning for Communication-efficient Distributed Failure Prediction in Aeronautics

Nicolas Aussel, Sophie Chabridon, Yohan Petetin

Machine Learning has proven useful in the recent years as a way to achieve failure prediction for industrial systems. However, the high computational resources necessary to run lea…