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cs.DC2022
Stochastic Coded Federated Learning: Theoretical Analysis and Incentive Mechanism Design
Yuchang Sun, Jiawei Shao, Yuyi Mao +2
Federated learning (FL) has achieved great success as a privacy-preserving distributed training paradigm, where many edge devices collaboratively train a machine learning model by…
cs.DC2020★ 1 cited
Branchy-GNN: a Device-Edge Co-Inference Framework for Efficient Point Cloud Processing
Jiawei Shao, Haowei Zhang, Yuyi Mao +1
The recent advancements of three-dimensional (3D) data acquisition devices have spurred a new breed of applications that rely on point cloud data processing. However, processing a…