Cover Image

A Survey on Large Language Models for Communication, Network, and Service Management: Application Insights, Challenges, and Future Directions

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Boateng, Gordon Owusu, Sami, Hani, Alagha, Ahmed, Elmekki, Hanae, Hammoud, Ahmad, Mizouni, Rabeb, Mourad, Azzam, Otrok, Hadi, Bentahar, Jamal, Muhaidat, Sami, Talhi, Chamseddine, Dziong, Zbigniew, Guizani, Mohsen
Format:	Preprint
Published:	2024
Subjects:	Networking and Internet Architecture Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

On-Demand Model and Client Deployment in Federated Learning with Deep Reinforcement Learning
by: Chahoud, Mario, et al.
Published: (2024)

Federated Learning and Evolutionary Game Model for Fog Federation Formation
by: Yasser, Zyad, et al.
Published: (2024)

The Metaverse: Survey, Trends, Novel Pipeline Ecosystem & Future Directions
by: Sami, Hani, et al.
Published: (2023)

End-to-End Framework Integrating Generative AI and Deep Reinforcement Learning for Autonomous Ultrasound Scanning
by: Elmekki, Hanae, et al.
Published: (2025)

Adaptive Target Localization under Uncertainty using Multi-Agent Deep Reinforcement Learning with Knowledge Transfer
by: Alagha, Ahmed, et al.
Published: (2025)

Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning
by: Alagha, Ahmed, et al.
Published: (2025)

Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service
by: Alagha, Ahmed, et al.
Published: (2025)

Trust Driven On-Demand Scheme for Client Deployment in Federated Learning
by: Chahoud, Mario, et al.
Published: (2024)

CACTUS: An Open Dataset and Framework for Automated Cardiac Assessment and Classification of Ultrasound Images Using Deep Transfer Learning
by: Elmekki, Hanae, et al.
Published: (2025)

Poisoning Behavioral-based Worker Selection in Mobile Crowdsensing using Generative Adversarial Networks
by: Nasser, Ruba, et al.
Published: (2025)

UAV-assisted Internet of Vehicles: A Framework Empowered by Reinforcement Learning and Blockchain
by: Alagha, Ahmed, et al.
Published: (2025)

Comprehensive Review of Reinforcement Learning for Medical Ultrasound Imaging
by: Elmekki, Hanae, et al.
Published: (2025)

CRSFL: Cluster-based Resource-aware Split Federated Learning for Continuous Authentication
by: Wazzeh, Mohamad, et al.
Published: (2024)

Influence- and Interest-based Worker Recruitment in Crowdsourcing using Online Social Networks
by: Alagha, Ahmed, et al.
Published: (2025)

FL-PBM: Pre-Training Backdoor Mitigation for Federated Learning
by: Wehbi, Osama, et al.
Published: (2026)

A Hybrid Swarm Intelligence Approach for Optimizing Multimodal Large Language Models Deployment in Edge-Cloud-based Federated Learning Environments
by: Rjouba, Gaith, et al.
Published: (2025)

From Connectivity to Multi-Orbit Intelligence: Space-Based Data Center Architectures for 6G and Beyond
by: Naser, Shimaa, et al.
Published: (2026)

Machine Learning Innovations in CPR: A Comprehensive Survey on Enhanced Resuscitation Techniques
by: Islam, Saidul, et al.
Published: (2024)

Enhancing Mutual Trustworthiness in Federated Learning for Data-Rich Smart Cities
by: Wehbi, Osama, et al.
Published: (2024)

AtlasPatch: Efficient Tissue Detection and High-throughput Patch Extraction for Computational Pathology at Scale
by: Alagha, Ahmed, et al.
Published: (2026)

Large Language Models-Empowered Wireless Networks: Fundamentals, Architecture, and Challenges
by: Khan, Latif U., et al.
Published: (2025)

MultiConfederated Learning: Inclusive Non-IID Data handling with Decentralized Federated Learning
by: Duchesne, Michael, et al.
Published: (2024)

Mitigating Backdoor Attacks in Federated Learning Using PPA and MiniMax Game Theory
by: Wehbi, Osama, et al.
Published: (2026)

Gould, Hannah. When death falls apart: making and unmaking the necromaterial tradition of contemporary Japan. 208 pp., bibliogr. Chicago: University Press, 2023. $30.00 (paper)
by: Rawan Hammoud, et al.
Published: (2026)

Cross-Slice Co-Location Risk-Aware SFC Provisioning in Multi-Slice LEO Satellite Networks
by: Mahyoub, Mohammed, et al.
Published: (2026)

Active ML for 6G: Towards Efficient Data Generation, Acquisition, and Annotation
by: Alhussein, Omar, et al.
Published: (2024)

Hybrid Quantum-Classical Maximum-Likelihood Detection via Grover-based Adaptive Search for RIS-assisted Broadband Wireless Systems
by: Tariq, Maryam, et al.
Published: (2025)

Topology-Preserving Deep Joint Source-Channel Coding for Semantic Communication
by: Erak, Omar, et al.
Published: (2026)

Exact Outage Probability and Ergodic Capacity Analysis of NOMA in Rayleigh Fading Channels
by: Al-Dweik, Arafat, et al.
Published: (2026)

LPUF-AuthNet: A Lightweight PUF-Based IoT Authentication via Tandem Neural Networks and Split Learning
by: Mefgouda, Brahim, et al.
Published: (2024)

Hybrid Quantum-Classical Autoencoders for Unsupervised Network Intrusion Detection
by: Rasyidi, Mohammad Arif, et al.
Published: (2025)

Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis
by: Yang, Li, et al.
Published: (2025)

Mechanistic Interpretability of Socio-Political Frames in Language Models
by: Asghari, Hadi, et al.
Published: (2025)

Max-Min Fairness in Stacked Intelligent Metasurface-Aided Rate Splitting Networks
by: Quran, Abdullah, et al.
Published: (2025)

Constrained Black-Box Attacks Against Cooperative Multi-Agent Reinforcement Learning
by: Andam, Amine, et al.
Published: (2025)

Adaptive Token Merging for Efficient Transformer Semantic Communication at the Edge
by: Erak, Omar, et al.
Published: (2025)

Lightweight CNN-BiLSTM based Intrusion Detection Systems for Resource-Constrained IoT Devices
by: Jouhari, Mohammed, et al.
Published: (2024)

Synthesis and Anticancer Activities of some Ag(I) Complexes Involving N ‐Heterocyclic Carbene Ligands
by: Ahmed Hassoon Mageed, et al.
Published: (2024)

TeleOracle: Fine-Tuned Retrieval-Augmented Generation with Long-Context Support for Network
by: Alabbasi, Nouf, et al.
Published: (2024)

Towards Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networks
by: Yang, Li, et al.
Published: (2025)