A Federated Learning Aggregation Algorithm for Pervasive Computing: Evaluation and Comparison

• Published in: Proceedings of the IEEE International Conference on Pervasive Computing and Communications pp. 1 - 10
• Main Authors: EK, Sannara, PORTET, Francois, LALANDA, Philippe, VEGA, German
• Format: Conference Proceeding
• Language: English
• Published: IEEE 22.03.2021
• Subjects: Adaptation models; algorithm; Computational modeling; evaluation; Federated Learning; Human Activity Recognition; Machine learning; Machine learning algorithms; Neurons; Pervasive computing; Training

Pervasive computing promotes the installation of connected devices in our living spaces in order to provide services. Two major developments have gained significant momentum recently: an advanced use of edge resources and the integration of machine learning techniques for engineering applications. T...