公开(公告)号：US12155535B2

公开(公告)日：2024-11-26

申请号：US18110083

申请日：2023-02-15

Applicant: KOREA UNIVERSITY RESEARCH AND BUSINESS FOUNDATION

Inventor： Sangheon Pack ,  Haneul Ko ,  Daeyoung Jung ,  Hyeon Jae Jeong

IPC: H04L41/16 ,  H04L43/0894

Abstract: Disclosed is a split computing device operating in a serverless edge computing environment. The split computing device includes a transceiver configured to receive resource information of a terminal from the terminal and to measure a data transmission rate between the terminal and the split computing device in a process of receiving the resource information of the terminal; and a splitting point deriver configured to determine a splitting point of a deep neural network (DNN) model for split computing and an activation status of a container instance for each of tail models of a DNN corresponding to the respective splitting points using the resource information of the terminal, the data transmission rate, and resource information of the split computing device.