Optimized Task Scheduling and Virtual Object Management Based on Digital Twin for Distributed Edge Computing Networks

Optimized Task Scheduling and Virtual Object Management Based on Digital Twin for Distributed Edge Computing Networks

In this paper, we address the challenge of limited resources in Internet of Things (IoT) devices by proposing a solution based on digital twin in distributed edge computing networks. Edge computing is a promising approach that moves computing resources closer to the network’s edge to redu...

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Bibliographic Details
Main Authors: Rongxu Xu, Chan-Won Park, Salabat Khan, Wenquan Jin, Sa Jim Soe Moe, Do Hyeun Kim
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Internet of Things
edge computing
federated learning
digital twin
task management
hyper-parameter optimization
Online Access:https://ieeexplore.ieee.org/document/10287327/

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