公开(公告)号：US20230153124A1

公开(公告)日：2023-05-18

申请号：US17490861

申请日：2021-09-30

Applicant: Intelligent Fusion Technology, Inc.

Inventor： Qi ZHAO ,  Yi LI ,  Mingjie FENG ,  Li LI ,  Genshe CHEN

IPC: G06F9/445 ,  G06F9/48

CPC classification number: G06F9/44594 ,  G06F9/4806 ,  G06F2209/509

Abstract: An edge network computing system includes: a plurality of terminal devices; a plurality of edge servers connected to the terminal device through an access network; and a plurality of cloud servers connected to the plurality of edge servers through a core network. Each edge server is configured to: receive a plurality of computing tasks originated from one of the plurality of terminal devices; use a deep Q-learning neural network (DQN) with experience replay to select one of the plurality of could servers to offload a portion of the plurality of computing tasks; and send the portion of the plurality of computing tasks to the selected cloud server and forward results of the portion of the plurality of computing tasks received from the selected cloud server to the originating terminal device.