P4FL: An Architecture for Federating Learning With In-Network Processing

Author:

Sacco Alessio1ORCID,Angi Antonino1ORCID,Marchetto Guido1ORCID,Esposito Flavio2ORCID

Affiliation:

1. Department of Control and Computer Engineering, Politecnico di Torino, Turin, Italy

2. Department of Computer Science, Saint Louis University, Saint Louis, MO, USA

Funder

Comcast

National Science Foundation

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Reference38 articles.

1. APRON: an Architecture for Adaptive Task Planning of Internet of Things in Challenged Edge Networks

2. Slow and stale gradients can win the race: Error-runtime trade-offs in distributed SGD;dutta;Proc Int Conf Artif Intell Statist,2018

3. P4

4. Federated Learning in Distributed Medical Databases: Meta-Analysis of Large-Scale Subcortical Brain Data

5. Benchmarking semi-supervised federated learning;zhang;arXiv 2008 11364,2020

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