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cs.DC2022
Distributed Deep Learning Inference Acceleration using Seamless Collaboration in Edge Computing
Nan Li, Alexandros Iosifidis, Qi Zhang
This paper studies inference acceleration using distributed convolutional neural networks (CNNs) in collaborative edge computing. To ensure inference accuracy in inference task par…
cs.DC2022
Receptive Field-based Segmentation for Distributed CNN Inference Acceleration in Collaborative Edge Computing
Nan Li, Alexandros Iosifidis, Qi Zhang
This paper studies inference acceleration using distributed convolutional neural networks (CNNs) in collaborative edge computing network. To avoid inference accuracy loss in infere…