IoT Device Friendly and Communication-Efficient Federated Learning Via Joint Model Pruning and Quantization

Pavana Prakash,Jiahao Ding,Rui Chen,Xiaoqi Qin,Minglei Shu,Qimei Cui,Yuanxiong Guo,Miao Pan

IEEE INTERNET OF THINGS JOURNAL（2022）

Cited 74|Views6

Key words

Computational modeling,Internet of Things,Data models,Training,Servers,Quantization (signal),Bandwidth,Federated learning (FL),gradient compression,Internet of Things (IoT) devices,model pruning,quantization

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