Joint Optimization of DNN Partition and Continuous Task Scheduling for Digital Twin-Aided MEC Network With Deep Reinforcement Learning

Joint Optimization of DNN Partition and Continuous Task Scheduling for Digital Twin-Aided MEC Network With Deep Reinforcement Learning

Nowadays, mobile application services face the challenges of high speed, low latency and high reliability. The combination of digital twin (DT) technology and mobile edge computing (MEC) network can effectively solve these challenges. DT technology can help MEC network monitor and predict the networ...

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Bibliographic Details
Main Authors: Siyu Yuan, Zhenyu Zhang, Qin Li, Weiyuan Li, Yong Zhang
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
DT
MEC network
continuous DNN inference task
A3C
min st-cut
Online Access:https://ieeexplore.ieee.org/document/10070781/

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