Leveraging Edge Computing for Clustered Federated Learning

Name of project leader : Rodrigo Neves Calheiros

Project title: Leveraging Edge Computing for Clustered Federated Learning

Team members: Bahman Javadi, Jim Basilakis

Brief summary of your project (200 words maximum): The aim of this project is to explore approaches to increase the reliability of edge platforms executing federated learning tasks. The project will evaluate the effect of transient failure of clients in the systems (i.e., when the client becomes unavailable and eventually returns to the system with outdated models), and approaches to mitigate these effects.

CDMS contribution: $9,966