Split Computing and Early Exiting for Deep Learning Applications: Survey and Research Challenges

Yoshitomo Matsubara, Marco Levorato, Francesco Restuccia

Mobile devices such as smartphones and autonomous vehicles increasingly rely on deep neural networks (DNNs) to execute complex inference tasks such as image classification and spee…