Deep reinforcement learning based resource management for DNN inference in industrial IoT

W Zhang, D Yang, H Peng, W Wu… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Performing deep neural network (DNN) inference in real time requires excessive network
resources, which poses a big challenge to the resource-limited industrial Internet of things …

[PDF][PDF] Deep Reinforcement Learning Based Resource Management for DNN Inference in Industrial IoT

W Zhang, D Yang, H Peng, W Wu, W Quan… - IEEE TRANSACTIONS …, 2021 - uwaterloo.ca
Performing deep neural network (DNN) inference in real time requires excessive network
resources, which poses a big challenge to the resource-limited industrial Internet of things …