A survey on federated learning for resource-constrained IoT devices

A Imteaj, U Thakker, S Wang, J Li… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Federated learning (FL) is a distributed machine learning strategy that generates a global
model by learning from multiple decentralized edge clients. FL enables on-device training …

A Survey on Federated Learning for Resource-Constrained IoT Devices

A Imteaj, U Thakker, S Wang, J Li, MH Amini - IEEE IoT Journal, 2021 - research.ibm.com
Federated learning (FL) is a distributed machine learning strategy that generates a global
model by learning from multiple decentralized edge clients. FL enables on-device training …

A Survey on Federated Learning for Resource-Constrained IoT Devices

A Imteaj, U Thakker, S Wang, J Li… - IEEE INTERNET OF …, 2022 - openreview.net
Federated learning (FL) is a distributed machine learning strategy that generates a global
model by learning from multiple decentralized edge clients. FL enables on-device training …