Pollen: High-throughput Federated Learning Simulation via Resource-Aware Client Placement

Lorenzo Sani, Pedro Porto Buarque de Gusmão, Alex Iacob +5

Federated Learning (FL) is a privacy-focused machine learning paradigm that collaboratively trains models directly on edge devices. Simulation plays an essential role in FL adoptio…