SkyNetPredictor: Network Performance Prediction in Avionic Communication using AI
Fuente:
arXiv
Guardado en:
| Autores principales: | Mukhtar, Hind, Schaub, Raymond, Erol-Kantarci, Melike |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
LLM-Enabled Data Transmission in End-to-End Semantic Communication
por: Salehi, Shavbo, et al.
Publicado: (2025)
por: Salehi, Shavbo, et al.
Publicado: (2025)
Mobile Traffic Prediction using LLMs with Efficient In-context Demonstration Selection
por: Zhang, Han, et al.
Publicado: (2025)
por: Zhang, Han, et al.
Publicado: (2025)
GenAI-enabled Residual Motion Estimation for Energy-Efficient Semantic Video Communication
por: Salehi, Shavbo, et al.
Publicado: (2025)
por: Salehi, Shavbo, et al.
Publicado: (2025)
Wireless Multimodal Foundation Model (WMFM): Integrating Vision and Communication Modalities for 6G ISAC Systems
por: Farzanullah, Mohammad, et al.
Publicado: (2025)
por: Farzanullah, Mohammad, et al.
Publicado: (2025)
Prioritized Value-Decomposition Network for Explainable AI-Enabled Network Slicing
por: Salehi, Shavbo, et al.
Publicado: (2025)
por: Salehi, Shavbo, et al.
Publicado: (2025)
Joint Task Offloading and User Scheduling in 5G MEC under Jamming Attacks
por: Amini, Mohammadreza, et al.
Publicado: (2025)
por: Amini, Mohammadreza, et al.
Publicado: (2025)
Chain-of-Thought Reasoning Enhances In-Context Learning for LLM-Based Mobile Traffic Prediction
por: Ghadaksaz, MohammadMahdi, et al.
Publicado: (2026)
por: Ghadaksaz, MohammadMahdi, et al.
Publicado: (2026)
Edge Learning via Federated Split Decision Transformers for Metaverse Resource Allocation
por: Temiz, Fatih, et al.
Publicado: (2026)
por: Temiz, Fatih, et al.
Publicado: (2026)
Transformer-Based Wireless Traffic Prediction and Network Optimization in O-RAN
por: Habib, Md Arafat, et al.
Publicado: (2024)
por: Habib, Md Arafat, et al.
Publicado: (2024)
Reimagining RAN Automation in 6G: An Agentic AI Framework with Hierarchical Online Decision Transformer
por: Habib, Md Arafat, et al.
Publicado: (2026)
por: Habib, Md Arafat, et al.
Publicado: (2026)
Hierarchical Decision Mamba Meets Agentic AI: A Novel Approach for RAN Slicing in 6G
por: Habib, Md Arafat, et al.
Publicado: (2025)
por: Habib, Md Arafat, et al.
Publicado: (2025)
Extended Reality (XR) Codec Adaptation in 5G using Multi-Agent Reinforcement Learning with Attention Action Selection
por: Iturria-Rivera, Pedro Enrique, et al.
Publicado: (2024)
por: Iturria-Rivera, Pedro Enrique, et al.
Publicado: (2024)
FedCritic: Serverless Federated Critic Learning-based Resource Allocation for Multi-Cell OFDMA in 6G
por: Farajzadeh, Amin, et al.
Publicado: (2026)
por: Farajzadeh, Amin, et al.
Publicado: (2026)
Bypassing a Reactive Jammer via NOMA-Based Transmissions in Critical Missions
por: Amini, Mohammadreza, et al.
Publicado: (2024)
por: Amini, Mohammadreza, et al.
Publicado: (2024)
DT-DDNN: A Physical Layer Security Attack Detector in 5G RF Domain for CAVs
por: Asemian, Ghazal, et al.
Publicado: (2024)
por: Asemian, Ghazal, et al.
Publicado: (2024)
Generative AI for Intent-Driven Network Management in 6G RAN: A Case Study on the Mamba Model
por: Habib, Md Arafat, et al.
Publicado: (2025)
por: Habib, Md Arafat, et al.
Publicado: (2025)
LLM-Based Intent Processing and Network Optimization Using Attention-Based Hierarchical Reinforcement Learning
por: Habib, Md Arafat, et al.
Publicado: (2024)
por: Habib, Md Arafat, et al.
Publicado: (2024)
Adversarial Machine Learning-Enabled Anonymization of OpenWiFi Data
por: Kuili, Samhita, et al.
Publicado: (2024)
por: Kuili, Samhita, et al.
Publicado: (2024)
Explainable Multi-Agent Reinforcement Learning for Extended Reality Codec Adaptation
por: Iturria-Rivera, Pedro Enrique, et al.
Publicado: (2024)
por: Iturria-Rivera, Pedro Enrique, et al.
Publicado: (2024)
Smart Jamming Attack and Mitigation on Deep Transfer Reinforcement Learning Enabled Resource Allocation for Network Slicing
por: Salehi, Shavbo, et al.
Publicado: (2024)
por: Salehi, Shavbo, et al.
Publicado: (2024)
Harnessing the Power of LLMs, Informers and Decision Transformers for Intent-driven RAN Management in 6G
por: Habib, Md Arafat, et al.
Publicado: (2025)
por: Habib, Md Arafat, et al.
Publicado: (2025)
Self-Play Ensemble Q-learning enabled Resource Allocation for Network Slicing
por: Salehi, Shavbo, et al.
Publicado: (2024)
por: Salehi, Shavbo, et al.
Publicado: (2024)
Machine Learning-enabled Traffic Steering in O-RAN: A Case Study on Hierarchical Learning Approach
por: Habib, Md Arafat, et al.
Publicado: (2024)
por: Habib, Md Arafat, et al.
Publicado: (2024)
Multi-Modal Data-Enhanced Foundation Models for Prediction and Control in Wireless Networks: A Survey
por: Zhang, Han, et al.
Publicado: (2026)
por: Zhang, Han, et al.
Publicado: (2026)
IoT Performance for Maritime Passenger Evacuation
por: Ma, Yuting, et al.
Publicado: (2025)
por: Ma, Yuting, et al.
Publicado: (2025)
FLARE: Flying Learning Agents for Resource Efficiency in Next-Gen UAV Networks
por: Cai, Xuli, et al.
Publicado: (2025)
por: Cai, Xuli, et al.
Publicado: (2025)
Fast and Adaptive Task Management in MEC: A Deep Learning Approach Using Pointer Networks
por: Yonkeu, Arild, et al.
Publicado: (2025)
por: Yonkeu, Arild, et al.
Publicado: (2025)
Cooperation and Personalization on a Seesaw: Choice-based FL for Safe Cooperation in Wireless Networks
por: Zhang, Han, et al.
Publicado: (2024)
por: Zhang, Han, et al.
Publicado: (2024)
On the Interplay Between Network Metrics and Performance of Mobile Edge Offloading
por: Moshiri, Parisa Fard, et al.
Publicado: (2024)
por: Moshiri, Parisa Fard, et al.
Publicado: (2024)
Knowledge Defined Networking for 6G: A Reinforcement Learning Example for Resource Management
por: Koçoğlu, Erol, et al.
Publicado: (2025)
por: Koçoğlu, Erol, et al.
Publicado: (2025)
GenAI Assistance for Deep Reinforcement Learning-based VNF Placement and SFC Provisioning in 5G Cores
por: Onsu, Murat Arda, et al.
Publicado: (2024)
por: Onsu, Murat Arda, et al.
Publicado: (2024)
Adaptive Attack Mitigation for IoV Flood Attacks
por: Gelenbe, Erol, et al.
Publicado: (2025)
por: Gelenbe, Erol, et al.
Publicado: (2025)
Attack Mitigation in Gateways of Pervasive Systems
por: Gelenbe, Erol, et al.
Publicado: (2025)
por: Gelenbe, Erol, et al.
Publicado: (2025)
A New Realistic Platform for Benchmarking and Performance Evaluation of DRL-Driven and Reconfigurable SFC Provisioning Solutions
por: Onsu, Murat Arda, et al.
Publicado: (2024)
por: Onsu, Murat Arda, et al.
Publicado: (2024)
Multi-Agent Deep Reinforcement Learning for Optimized Multi-UAV Coverage and Power-Efficient UE Connectivity
por: Cai, Xuli, et al.
Publicado: (2025)
por: Cai, Xuli, et al.
Publicado: (2025)
Can Edge Computing fulfill the requirements of automated vehicular services using 5G network ?
por: Ouedraogo, Wendlasida, et al.
Publicado: (2024)
por: Ouedraogo, Wendlasida, et al.
Publicado: (2024)
AdvNet: Revealing Performance Issues in Network Protocols by Generating Adversarial Environments
por: Ahmed, Shehab Sarar, et al.
Publicado: (2026)
por: Ahmed, Shehab Sarar, et al.
Publicado: (2026)
Meeting Deadlines in Motion: Deep RL for Real-Time Task Offloading in Vehicular Edge Networks
por: Paknejad, Mahsa, et al.
Publicado: (2025)
por: Paknejad, Mahsa, et al.
Publicado: (2025)
AgenticNet: Utilizing AI Coding Agents To Create Hybrid Network Experiments
por: Latah, Majd, et al.
Publicado: (2026)
por: Latah, Majd, et al.
Publicado: (2026)
Deeper and Wider Networks for Performance Metrics Prediction in Communication Networks
por: Liu, Aijia, et al.
Publicado: (2023)
por: Liu, Aijia, et al.
Publicado: (2023)
Ejemplares similares
-
LLM-Enabled Data Transmission in End-to-End Semantic Communication
por: Salehi, Shavbo, et al.
Publicado: (2025) -
Mobile Traffic Prediction using LLMs with Efficient In-context Demonstration Selection
por: Zhang, Han, et al.
Publicado: (2025) -
GenAI-enabled Residual Motion Estimation for Energy-Efficient Semantic Video Communication
por: Salehi, Shavbo, et al.
Publicado: (2025) -
Wireless Multimodal Foundation Model (WMFM): Integrating Vision and Communication Modalities for 6G ISAC Systems
por: Farzanullah, Mohammad, et al.
Publicado: (2025) -
Prioritized Value-Decomposition Network for Explainable AI-Enabled Network Slicing
por: Salehi, Shavbo, et al.
Publicado: (2025)