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

Sannara Ek, François Portet, Philippe Lalanda, Germán Vega

Abstract: This document provides the details and guidelines to run the federated learning experiments used in the study “A Federated Learning Aggregation Algorithm for Pervasive Computing: Evaluation and Comparison” [1]. The artifact is available in a public GitHub repository <sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">11</sup> PerCom2021-FL - https://github.com/getalp/PerCom2021-FL. Note that The centralized/local training approaches are not included in the repository.