Accuracy-Guaranteed Collaborative DNN Inference in Industrial IoT via Deep Reinforcement Learning

no code implementations • 31 Dec 2022 • Wen Wu, Peng Yang, Weiting Zhang, Conghao Zhou, Xuemin, Shen

Specifically, sampling rate adaption, inference task offloading and edge computing resource allocation are jointly considered to minimize the average service delay while guaranteeing the long-term accuracy requirements of different inference services.

Edge-computing General Reinforcement Learning +2