Image de couverture de livre

Graph Neural Network-based Spectral Filtering Mechanism for Imbalance Classification in Network Digital Twin

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Isah, Abubakar, Aliyu, Ibrahim, Rashid, Sulaiman Muhammad, Park, Jaehyung, Hahn, Minsoo, Kim, Jinsul
Format:	Preprint
Publié:	2025
Sujets:	Machine Learning 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

Beyond 5G Network Failure Classification for Network Digital Twin Using Graph Neural Network
par: Isah, Abubakar, 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)

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

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

Improving the Real-Data Driven Network Evaluation Model for Digital Twin Networks
par: Shin, Hyeju, 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)

Distributed Hierarchical Machine Learning for Joint Resource Allocation and Slice Selection in In-Network Edge Systems
par: Rashid, Sulaiman Muhammad, et autres
Publié: (2025)

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

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

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

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

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

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

Dynamic Optimization of Video Streaming Quality Using Network Digital Twin Technology
par: Farus, Zurh, et autres
Publié: (2024)

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

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

Integrating Generative AI with Network Digital Twins for Enhanced Network Operations
par: Muhammad, Kassi, et autres
Publié: (2024)

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

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

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)

Sustainable Placement with Cost Minimization in Wireless Digital Twin Networks
par: Zhou, Yuzhi, et autres
Publié: (2024)

Age-of-Information and Energy Optimization in Digital Twin Edge Networks
par: Guo, Yongna, et autres
Publié: (2024)

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

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

Digital Network Twins for Next-generation Wireless: Creation, Optimization, and Challenges
par: Zhang, Zifan, et autres
Publié: (2024)

State Aware Traffic Generation for Real-Time Network Digital Twins
par: Koktas, Enes, et autres
Publié: (2025)

CTMap: LLM-Enabled Connectivity-Aware Path Planning in Millimeter-Wave Digital Twin Networks
par: Parwez, Md Salik, et autres
Publié: (2025)

From Simulators to Digital Twins for Enabling Emerging Cellular Networks: A Tutorial and Survey
par: Manalastas, Marvin, et autres
Publié: (2024)

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

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

Digital Twin-Assisted Robust and Adaptive Resource Slicing in LEO Satellite Networks
par: He, Mingcheng, et autres
Publié: (2024)

Digital Twin-Driven Secure Access Strategy for SAGIN-Enabled IoT Networks
par: Liang, Hui, et autres
Publié: (2025)

Automatic Generation of Digital Twins for Network Testing
par: Ding, Shenjia, et autres
Publié: (2025)

Data-driven Online Slice Admission Control and Resource Allocation for 5G and Beyond Networks
par: Sulaiman, Muhammad, et autres
Publié: (2025)

When Digital Twin Meets Generative AI: Intelligent Closed-Loop Network Management
par: Huang, Xinyu, et autres
Publié: (2024)

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

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

A review on Deep Neural Network for Computer Network Traffic Classification
par: Haque, Md. Ariful, et autres
Publié: (2022)