Where to Split? A Pareto-Front Analysis of DNN Partitioning for Edge Inference

Adiba Masud, Nicholas Foley, Pragathi Durga Rajarajan +1

The deployment of deep neural networks (DNNs) on resource-constrained edge devices is frequently hindered by their significant computational and memory requirements. While partitio…