Image de couverture de livre

Beyond 5G Network Failure Classification for Network Digital Twin Using Graph Neural Network

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Isah, Abubakar, Aliyu, Ibrahim, Shim, Jaechan, Ryu, Hoyong, Kim, Jinsul
Format:	Preprint
Publié:	2024
Sujets:	Machine Learning Artificial Intelligence Networking and Internet Architecture
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Graph Neural Network-based Spectral Filtering Mechanism for Imbalance Classification in Network Digital Twin
par: Isah, Abubakar, et autres
Publié: (2025)

Towards a Partial Computation offloading in In-networking Computing-Assisted MEC: A Digital Twin Approach
par: Aliyu, Ibrahim, et autres
Publié: (2024)

Digital Twinning of a Pressurized Water Reactor Startup Operation and Partial Computational Offloading in In-network Computing-Assisted Multiaccess Edge Computing
par: Aliyu, Ibrahim, et autres
Publié: (2024)

Joint wireless and computing resource management with optimal slice selection in in-network-edge metaverse system
par: Rashid, Sulaiman Muhammad, et autres
Publié: (2024)

Network Digital Twin for 5G-Enabled Mobile Robots
par: Sanchez, Luis Roda, et autres
Publié: (2025)

Towards Network Data Analytics in 5G Systems and Beyond
par: Romero, Marcos Lima, et autres
Publié: (2025)

Improving the Real-Data Driven Network Evaluation Model for Digital Twin Networks
par: Shin, Hyeju, et autres
Publié: (2024)

FERN: Leveraging Graph Attention Networks for Failure Evaluation and Robust Network Design
par: Liu, Chenyi, et autres
Publié: (2023)

Network Digital Twin for Route Optimization in 5G/B5G Transport Slicing with What-If Analysis
par: Aben-Athar, Rebecca, et autres
Publié: (2025)

AGORA: Agentic Green Orchestration Architecture for Beyond 5G Networks
par: Moreira, Rodrigo, et autres
Publié: (2026)

Graph neural network for in-network placement of real-time metaverse tasks in next-generation network
par: Rashid, Sulaiman Muhammad, et autres
Publié: (2024)

oneTwin: Online Digital Network Twin via Neural Radio Radiance Field
par: Zhang, Yuru, et autres
Publié: (2026)

Adversarial Network Imagination: Causal LLMs and Digital Twins for Proactive Telecom Mitigation
par: Sriram, Vignesh, et autres
Publié: (2026)

Digital Twin-Assisted Resilient Planning for mmWave IAB Networks via Graph Attention Networks
par: Zhang, Jie, et autres
Publié: (2025)

Tiny-Twin: A CPU-Native Full-stack Digital Twin for NextG Cellular Networks
par: Mamaghani, Ali, et autres
Publié: (2026)

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems
par: Tran, Dinh-Hieu, et autres
Publié: (2025)

AI-Enabled Digital Twins for Next-Generation Networks: Forecasting Traffic and Resource Management in 5G/6G
par: Sengendo, John, et autres
Publié: (2025)

Adaptive Digital Twin and Communication-Efficient Federated Learning Network Slicing for 5G-enabled Internet of Things
par: Ayepah-Mensah, Daniel, et autres
Publié: (2024)

What-if Analysis Framework for Digital Twins in 6G Wireless Network Management
par: Ak, Elif, et autres
Publié: (2024)

Future-Proofing Mobile Networks: A Digital Twin Approach to Multi-Signal Management
par: Morabito, Roberto, et autres
Publié: (2024)

On Effectiveness of Graph Neural Network Architectures for Network Digital Twins (NDTs)
par: Zacarias, Iulisloi, et autres
Publié: (2025)

EcoEdgeTwin: Enhanced 6G Network via Mobile Edge Computing and Digital Twin Integration
par: Karobi, Synthia Hossain, et autres
Publié: (2024)

Automatic Network Planning with Digital Radio Twin
par: Li, Xiaomeng, et autres
Publié: (2025)

Hierarchical Digital Twin for Efficient 6G Network Orchestration via Adaptive Attribute Selection and Scalable Network Modeling
par: Jia, Pengyi, et autres
Publié: (2024)

AI-Native Network Digital Twin for Intelligent Network Management in 6G
par: Wu, Wen, et autres
Publié: (2024)

Towards a Robust Transport Network With Self-adaptive Network Digital Twin
par: Modesto, Cláudio, et autres
Publié: (2025)

An Explainable Failure Prediction Framework for Neural Networks in Radio Access Networks
par: Papry, Khaleda, et autres
Publié: (2026)

Network Digital Twin for Congestion-Aware Predictive Traffic Routing using Graph MPNNs
par: Iqbal, Umer, et autres
Publié: (2026)

M3Net: A Multi-Metric Mixture of Experts Network Digital Twin with Graph Neural Networks
par: Guda, Blessed, et autres
Publié: (2025)

BostonTwin: the Boston Digital Twin for Ray-Tracing in 6G Networks
par: Testolina, Paolo, et autres
Publié: (2024)

AI-Driven Digital Twins: Optimizing 5G/6G Network Slicing with NTNs
par: Ali, Afan, et autres
Publié: (2025)

Automated Fault Detection in 5G Core Networks Using Large Language Models
par: Hatami, Parsa, et autres
Publié: (2025)

Measurement Study of Programmable Network Coding in Cloud-native 5G and Beyond Networks
par: Lhamo, Osel, et autres
Publié: (2024)

Digital Twin-Driven Network Architecture for Video Streaming
par: Huang, Xinyu, et autres
Publié: (2023)

A Survey Mobility Management in 5G Networks
par: Kasim, A. Nezih
Publié: (2020)

A Digital Twin-based Intelligent Network Architecture for Underwater Acoustic Sensor Networks
par: Song, Shanshan, et autres
Publié: (2024)

GLANCE: Graph-based Learnable Digital Twin for Communication Networks
par: Li, Boning, et autres
Publié: (2024)

Digital Twin Assisted Intelligent Network Management for Vehicular Applications
par: Qu, Kaige, et autres
Publié: (2024)

Digital Twin Assisted Proactive Management in Zero Touch Networks
par: K, Tamizhelakkiya, et autres
Publié: (2025)

Design and Evaluation of an NDN-Based Network for Distributed Digital Twins
par: Chen, Chen, et autres
Publié: (2025)