Digital Twins Temporal Dependencies-Based on Time Series Using Multivariate Long Short-Term Memory

A Isah, H Shin, S Oh, S Oh, I Aliyu, T Um, J Kim - Electronics, 2023 - mdpi.com
Digital Twins, which are virtual representations of physical systems mirroring their behavior,
enable real-time monitoring, analysis, and optimization. Understanding and identifying the …

Digital Twin Technology-Based Networking Solution in Low Earth Orbit Satellite Constellations

C He, Y Zhang, J Ke, M Yao, C Chen - Electronics, 2024 - mdpi.com
Digital twin technology provides a reliable paradigm to address the high trial-and-error costs
and limited perception capabilities in satellite networking. However, the dynamic …

Improving the Real-Data Driven Network Evaluation Model for Digital Twin Networks

H Shin, I Aliyu, A Isah, J Kim - arXiv preprint arXiv:2405.08473, 2024 - arxiv.org
With the emergence and proliferation of new forms of large-scale services such as smart
homes, virtual reality/augmented reality, the increasingly complex networks are raising …

Neural Processes-Based Node Modeling to Extrapolate Router Metrics

K Hattori, T Korikawa, C Takasaki - IEICE Transactions on …, 2024 - ieeexplore.ieee.org
Future network infrastructures will become more complex, which will require fast and secure
service delivery in unpredictable scenarios, including diverse devices and multiple 5G/6G …

Framework for the development of a Network Digital Twin

Á Burgaleta, I Domínguez… - NOMS 2024-2024 …, 2024 - ieeexplore.ieee.org
Network Digital Twin (NDT) has emerged as a groundbreaking paradigm, revolutionizing the
modeling of modern and complex networks. NDTs are emulation of real-world networks that …

Designing Data Pipeline for Network Data Management in Digital Twin Network Environment

H Shin, S Oh, J Lee, G Chung… - … Conference on Artificial …, 2024 - ieeexplore.ieee.org
With the advancement of Internet of Things (IoT) and 5G technology, new network services
such as Virtual Reality/Augmented Reality (VR/AR) are emerging, leading to the expansion …

GFT-COSMEP: Beyond 5G Network Digital Twin Failure Classification with Graph Neural Network

A Isah, I Aliyu, J Shim, H Ryu, J Kim - Authorea Preprints - techrxiv.org
Network Digital Twins (NDTs) function as virtual replicas of real networks, enabling real-time
monitoring and analysis of 5G core networks. Graph Neural Networks (GNNs) have …

[PDF][PDF] Digital Twins Temporal Dependencies-Based on Time Series Using Multivariate Long Short-Term Memory. Electronics 2023, 12, 4187

A Isah, H Shin, S Oh, S Oh, I Aliyu, T Um, J Kim - 2023 - academia.edu
Digital Twins, which are virtual representations of physical systems mirroring their behavior,
enable real-time monitoring, analysis, and optimization. Understanding and identifying the …

Digital Twin per le reti cellulari 6G

A MONTANA - thesis.unipd.it
In questo report si analizza come l'idea digital twin è nata e si è sviluppata nel corso della
storia, poi si definisce la sua architettura e il suo funzionamento. In seguito nel corpo …