Approximate to be great: Communication efficient and privacy-preserving large-scale distributed deep learning in Internet of Things

W Du, A Li, P Zhou, Z Xu, X Wang… - IEEE internet of things …, 2020 - ieeexplore.ieee.org
The increasing Internet-of-Things (IoT) devices have produced large volumes of data. A
deep learning technique is widely used to analyze the potential value of these data due to its …

Approximate to Be Great: Communication Efficient and Privacy-Preserving Large-Scale Distributed Deep Learning in Internet of Things

W Du, A Li, P Zhou, Z Xu, X Wang… - IEEE Internet of …, 2020 - scholars.cityu.edu.hk
Abstract The increasing Internet-of-Things (IoT) devices have produced large volumes of
data. A deep learning technique is widely used to analyze the potential value of these data …