Image de couverture de livre

Federated Foundation Models in Harsh Wireless Environments: Prospects, Challenges, and Future Directions

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Chen, Evan, Hosseinalipour, Seyyedali, Brinton, Christopher G., Love, David J.
Format:	Preprint
Publié:	2025
Sujets:	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

Device Sampling and Resource Optimization for Federated Learning in Cooperative Edge Networks
par: Wang, Su, et autres
Publié: (2023)

Empowering AI-Native 6G Wireless Networks with Quantum Federated Learning
par: Shaon, Shaba, et autres
Publié: (2025)

Taming Subnet-Drift in D2D-Enabled Fog Learning: A Hierarchical Gradient Tracking Approach
par: Chen, Evan, et autres
Publié: (2023)

A Hierarchical Gradient Tracking Algorithm for Mitigating Subnet-Drift in Fog Learning Networks
par: Chen, Evan, et autres
Publié: (2024)

Differentially-Private Multi-Tier Federated Learning: A Formal Analysis and Evaluation
par: Chen, Evan, et autres
Publié: (2025)

AI Enabled 6G for Semantic Metaverse: Prospects, Challenges and Solutions for Future Wireless VR
par: Mohsin, Muhammad Ahmed, et autres
Publié: (2025)

Elastic Federated Learning over Open Radio Access Network (O-RAN) for Concurrent Execution of Multiple Distributed Learning Tasks
par: Abdisarabshali, Payam, et autres
Publié: (2023)

Seamless Graph Task Scheduling over Dynamic Vehicular Clouds: A Hybrid Methodology for Integrating Pilot and Instantaneous Decisions
par: Guo, Bingshuo, et autres
Publié: (2025)

Serving Long-Context LLMs at the Mobile Edge: Test-Time Reinforcement Learning-based Model Caching and Inference Offloading
par: Xu, Minrui, et autres
Publié: (2025)

Dynamic D2D-Assisted Federated Learning over O-RAN: Performance Analysis, MAC Scheduler, and Asymmetric User Selection
par: Abdisarabshali, Payam, et autres
Publié: (2024)

Towards a Wireless Physical-Layer Foundation Model: Challenges and Strategies
par: Fontaine, Jaron, et autres
Publié: (2024)

Future Resource Bank for ISAC: Achieving Fast and Stable Win-Win Matching for Both Individuals and Coalitions
par: Qi, Houyi, et autres
Publié: (2025)

FUSION: Forecast-Embedded Agent Scheduling with Service Incentive Optimization over Distributed Air-Ground Edge Networks
par: Qi, Houyi, et autres
Publié: (2025)

The Rise of UAV Fleet Technologies for Emergency Wireless Communications in Harsh Environments
par: Yao, Zhuohui, et autres
Publié: (2024)

Exploring Performance Tradeoffs in Age-Aware Remote Monitoring with Satellites
par: Kang, Sunjung, et autres
Publié: (2026)

Graph Theory Meets Federated Learning over Satellite Constellations: Spanning Aggregations, Network Formation, and Performance Optimization
par: Nadimi, Fardis, et autres
Publié: (2025)

Machine Learning for Wireless Metaverse: Fundamentals, Use Case, and Future Directions
par: Khan, Latif U., et autres
Publié: (2022)

A Comprehensive Survey on Spectrum Sharing Techniques for 5G/B5G Intelligent Wireless Networks: Opportunities, Challenges and Future Research Directions
par: Patil, Anita, et autres
Publié: (2022)

Big AI Models for 6G Wireless Networks: Opportunities, Challenges, and Research Directions
par: Chen, Zirui, et autres
Publié: (2023)

An Efficient Wireless Channel Estimation Model for Environment Sensing
par: Zaidi, Zainab, et autres
Publié: (2024)

Closing the Performance and Management Gaps with Satellite Internet: Challenges, Approaches, and Future Directions
par: Hu, Peng
Publié: (2024)

Enhancing Wireless Networks for IoT with Large Vision Models: Foundations and Applications
par: Xu, Yunting, et autres
Publié: (2025)

Resource Management in RIS-Assisted Rate Splitting Multiple Access for Next Generation (xG) Wireless Communications: Models, State-of-the-Art, and Future Directions
par: Aboumahmoud, Ibrahim, et autres
Publié: (2024)

Federated Parameter-Efficient Adaptation for Interference Mitigation at the Wireless Edge
par: Jones, Evar, et autres
Publié: (2026)

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

Fiber to the Room: Key Technologies, Challenges, and Prospects
par: Cai, Jinhan, et autres
Publié: (2025)

Model Context Protocol-based Internet of Experts For Wireless Environment-aware LLM Agents
par: Liu, Zongxi, et autres
Publié: (2025)

RadTwin: Generalizable Wireless Digital Twin for Dynamic Environments
par: Zhang, Yuru, et autres
Publié: (2026)

Wireless Multimodal Foundation Model (WMFM): Integrating Vision and Communication Modalities for 6G ISAC Systems
par: Farzanullah, Mohammad, et autres
Publié: (2025)

Collection: UAV-Based Wireless Multi-modal Measurements from AERPAW Autonomous Data Mule (AADM) Challenge in Digital Twin and Real-World Environments
par: Hossen, Md Sharif, et autres
Publié: (2026)

Generative AI for Vulnerability Detection in 6G Wireless Networks: Advances, Case Study, and Future Directions
par: Yang, Shuo, et autres
Publié: (2025)

Key Focus Areas and Enabling Technologies for 6G
par: Brinton, Christopher G., et autres
Publié: (2024)

Tabu Search for Tactical Wireless Network Design in Challenging Environments
par: Zaid, Wissem Ahmed, et autres
Publié: (2026)

From Files to Streams: Revisiting Web History and Exploring Potentials for Future Prospects
par: Vogel, Lucas, et autres
Publié: (2024)

Exploring Wireless Channels in Rural Areas: A Comprehensive Measurement Study
par: Zhang, Tianyi, et autres
Publié: (2024)

Telecom Foundation Models: Applications, Challenges, and Future Trends
par: Zanouda, Tahar, et autres
Publié: (2024)

IRS-aided Near-field Communication: Prospects and Challenges with Codebook Approach
par: Hibi, Ryuhei, et autres
Publié: (2024)

SLIDE: Simultaneous Model Downloading and Inference at the Wireless Network Edge
par: Qu, Guanqiao, et autres
Publié: (2025)

Leader Selection and Follower Association for UE-centric Distributed Learning in Future Wireless Networks
par: Parsaeefard, Saeedeh, et autres
Publié: (2024)

Optimal 3D Directional WPT Charging via UAV for 3D Wireless Rechargeable Sensor Networks
par: Gao, Zhenguo, et autres
Publié: (2025)