23 citations · 23 across the 4 of their papers we have counts for
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cs.LG2020
Calibration-Aided Edge Inference Offloading via Adaptive Model Partitioning of Deep Neural Networks
Roberto G. Pacheco, Rodrigo S. Couto, Osvaldo Simeone
Mobile devices can offload deep neural network (DNN)-based inference to the cloud, overcoming local hardware and energy limitations. However, offloading adds communication delay, t…
cs.DC2020★ 23 cited
Inference Time Optimization Using BranchyNet Partitioning
Roberto G. Pacheco, Rodrigo S. Couto
Deep Neural Network (DNN) applications with edge computing presents a trade-off between responsiveness and computational resources. On one hand, edge computing can provide high res…