FLeet: Online Federated Learning via Staleness Awareness and Performance Prediction

no code implementations • 12 Jun 2020 • Georgios Damaskinos, Rachid Guerraoui, Anne-Marie Kermarrec, Vlad Nitu, Rhicheek Patra, Francois Taiani

Federated Learning (FL) is very appealing for its privacy benefits: essentially, a global model is trained with updates computed on mobile devices while keeping the data of users local.

Federated Learning