Image de couverture de livre

Survey of Graph Neural Network for Internet of Things and NextG Networks

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Moorthy, Sabarish Krishna, Jagannath, Jithin
Format:	Preprint
Publié:	2024
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

Hybrid Hierarchical Federated Learning over 5G/NextG Wireless Networking
par: Liu, Haiyun, et autres
Publié: (2026)

A Hierarchical IDS for Zero-Day Attack Detection in Internet of Medical Things Networks
par: Uddin, Md Ashraf, et autres
Publié: (2025)

Deep Learning Approaches for Network Traffic Classification in the Internet of Things (IoT): A Survey
par: Kalwar, Jawad Hussain, et autres
Publié: (2024)

Graph Neural Network-Based Multicast Routing for On-Demand Streaming Services in 6G Networks
par: Wang, Xiucheng, et autres
Publié: (2025)

L4Span: Spanning Congestion Signaling over NextG Networks for Interactive Applications
par: Wan, Haoran, et autres
Publié: (2025)

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

Root Cause Analysis of Anomalies in 5G RAN Using Graph Neural Network and Transformer
par: Hasan, Antor, et autres
Publié: (2024)

Explainable Artificial Intelligence (XAI) for Internet of Things: A Survey
par: Kok, Ibrahim, et autres
Publié: (2022)

Traffic Engineering in Large-scale Networks with Generalizable Graph Neural Networks
par: Zhou, Fangtong, et autres
Publié: (2025)

Beyond 5G Network Failure Classification for Network Digital Twin Using Graph Neural Network
par: Isah, Abubakar, et autres
Publié: (2024)

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

AURA: Adaptive Unified Reasoning and Automation with LLM-Guided MARL for NextG Cellular Networks
par: Nourzad, Narjes, 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)

Interpreting Manifolds and Graph Neural Embeddings from Internet of Things Traffic Flows
par: Feito-Casares, Enrique, et autres
Publié: (2026)

End-to-End Orchestration of NextG Media Services over the Distributed Compute Continuum
par: Mauro, Alessandro, et autres
Publié: (2024)

Denoising and Adaptive Online Vertical Federated Learning for Sequential Multi-Sensor Data in Industrial Internet of Things
par: Wang, Heqiang, et autres
Publié: (2025)

Distributed Swarm Learning for Edge Internet of Things
par: Wang, Yue, et autres
Publié: (2024)

NeuralEmu: in situ Measurement-Driven, ML-based, High-Fidelity 5G Network Emulation
par: Wan, Haoran, et autres
Publié: (2026)

Dynamic Preference Multi-Objective Reinforcement Learning for Internet Network Management
par: Heo, DongNyeong, et autres
Publié: (2025)

Graph Neural Networks and Deep Reinforcement Learning Based Resource Allocation for V2X Communications
par: Ji, Maoxin, et autres
Publié: (2024)

Graph Neural Modeling of Network Flows
par: Darvariu, Victor-Alexandru, et autres
Publié: (2022)

The Roadmap to 6G -- AI Empowered Wireless Networks
par: Letaief, Khaled B., et autres
Publié: (2019)

Meta-Learning-Based Handover Management in NextG O-RAN
par: Kalntis, Michail, et autres
Publié: (2025)

Mobile Network Configuration Recommendation using Deep Generative Graph Neural Network
par: Piroti, Shirwan, et autres
Publié: (2024)

A Deep Incremental Framework for Multi-Service Multi-Modal Devices in NextG AI-RAN Systems
par: Gain, Mrityunjoy, et autres
Publié: (2025)

SEM-O-RAN: Semantic and Flexible O-RAN Slicing for NextG Edge-Assisted Mobile Systems
par: Puligheddu, Corrado, et autres
Publié: (2022)

On the Performance of Non-Terrestrial Networks to Support the Internet of Things
par: Wang, Dengke, et autres
Publié: (2022)

Online Learning for Autonomous Management of Intent-based 6G Networks
par: Karakaya, Erciyes, et autres
Publié: (2024)

ML-Enabled Eavesdropper Detection in Beyond 5G IIoT Networks
par: Bartsioka, Maria-Lamprini A., et autres
Publié: (2025)

A Distributed Intelligence Architecture for B5G Network Automation
par: Majumdar, Sayantini, et autres
Publié: (2021)

Drone-Enabled Load Management for Solar Small Cell Networks in Next-Gen Communications Optimization for Solar Small Cells
par: Dave, Daksh, et autres
Publié: (2023)

Robust Generalization of Graph Neural Networks for Carrier Scheduling
par: Perez-Ramirez, Daniel F., et autres
Publié: (2024)

Tiny Graph Neural Networks for Radio Resource Management
par: Ghasemi, Ahmad, et autres
Publié: (2024)

Graph Neural Networks Based Anomalous RSSI Detection
par: Bertalanič, Blaž, et autres
Publié: (2025)

Socialized Learning: A Survey of the Paradigm Shift for Edge Intelligence in Networked Systems
par: Wang, Xiaofei, et autres
Publié: (2024)

O-RIS-ing: Evaluating RIS-Assisted NextG Open RAN
par: Tsampazi, Maria, et autres
Publié: (2025)

Adapting MLOps for Diverse In-Network Intelligence in 6G Era: Challenges and Solutions
par: Li, Peizheng, et autres
Publié: (2024)

An NWDAF Approach to 5G Core Network Signaling Traffic: Analysis and Characterization
par: Manias, Dimitrios Michael, et autres
Publié: (2022)

A Model Drift Detection and Adaptation Framework for 5G Core Networks
par: Manias, Dimitrios Michael, et autres
Publié: (2022)

Towards Reliable AI in 6G: Detecting Concept Drift in Wireless Network
par: Tziouvaras, Athanasios, et autres
Publié: (2025)