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Federated Deep Reinforcement Learning for Task Offloading in Digital Twin Edge Networks

IEEE Transactions on Network Science and Engineering
Digital twin edge networks provide a new paradigm that combines mobile edge computing (MEC) and digital twins to improve network performance and reduce communication cost by utilizing digital twin models of physical objects.
Yueyue Dai   +4 more
semanticscholar   +1 more source

What is a Digital Twin Anyway? Deriving the Definition for the Built Environment from over 15,000 Scientific Publications

Building and Environment
The concept of digital twins has attracted significant attention across various domains, particularly within the built environment. However, there is a sheer volume of definitions and the terminological consensus remains out of reach.
Mahmoud Abdelrahman   +5 more
semanticscholar   +1 more source

Building a Smart Campus Digital Twin: System, Analytics, and Lessons Learned From a Real-World Project

IEEE Internet of Things Journal
Smart solutions increasingly involve the use of sensor data to represent the physical world in the digital world and apply intelligence to such representation.
Luis Roda-Sanchez   +6 more
semanticscholar   +1 more source

Digital Twin Models: Functions, Challenges, and Industry Applications

IEEE Journal of Radio Frequency Identification
In the rapidly evolving landscape of Industry 4.0, digital twins have emerged as a transformative technology across various industrial sectors. This paper presents a comprehensive, in-depth review of digital twin models in terms of the concept and ...
Rakiba Rayhana   +4 more
semanticscholar   +1 more source

Digital Twin-Enabled Service Provisioning in Edge Computing via Continual Learning

IEEE Transactions on Mobile Computing
Propelled by recent advances in Mobile Edge Computing (MEC) and the Internet of Things (IoT), the digital twin technique has been envisioned as a de-facto driving force to bridge the virtual and physical worlds through creating digital portrayals of ...
Jing Li   +7 more
semanticscholar   +1 more source

A Survey on Digital Twin for Industrial Internet of Things: Applications, Technologies and Tools

IEEE Communications Surveys and Tutorials, 2023
Hansong Xu, Jun Wu, Qianqian Pan
exaly  

Digital twin-driven product design, manufacturing and service with big data

The International Journal of Advanced Manufacturing Technology, 2017
F. Tao   +5 more
semanticscholar   +1 more source

Big Data in Earth system science and progress towards a digital twin

Nature Reviews Earth & Environment, 2023
Xin Li, Min Feng, Youhua Ran
exaly  

Enabling technologies and tools for digital twin

Journal of Manufacturing Systems, 2021
Qinglin Qi, Fei Tao, Tianliang Hu
exaly  

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