Cover Image

Efficient Self-Learning and Model Versioning for AI-native O-RAN Edge

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Bensalem, Mounir, Gentzen, Fin, Choong, Tuck-Wai, Jhuang, Yu-Chiao, Jukan, Admela, Leu, Jenq-Shiou
Format:	Preprint
Published:	2026
Subjects:	Networking and Internet Architecture Multiagent Systems
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Effective ML Model Versioning in Edge Networks
by: Gentzen, Fin, et al.
Published: (2024)

Signaling Rate and Performance of RIS Reconfiguration and Handover Management in Next Generation Mobile Networks
by: Bensalem, Mounir, et al.
Published: (2024)

Outage Probability Analysis of Wireless Paths with Faulty Reconfigurable Intelligent Surfaces
by: Bensalem, Mounir, et al.
Published: (2024)

Predictive Intent Maintenance with Intent Drift Detection in Next Generation Network
by: Muonagor, Chukwuemeka, et al.
Published: (2024)

Enhancing Secure Intent-Based Networking with an Agentic AI: The EU Project MARE Approach
by: Zacarias, Iulisloi, et al.
Published: (2026)

Optimizing LoRa for Edge Computing with TinyML Pipeline for Channel Hopping
by: Grunewald, Marla, et al.
Published: (2024)

A Cross-Layer Analysis of Network Antifragility with RIS-assisted Links under Jamming Attacks
by: Bensalem, Mounir, et al.
Published: (2025)

An experimental study of the response time in an edge-cloud continuum with ClusterLink
by: Michalke, Marc, et al.
Published: (2024)

A Secured Intent-Based Networking (sIBN) with Data-Driven Time-Aware Intrusion Detection
by: Izuazu, Urslla Uchechi, et al.
Published: (2025)

Towards Smart Microfarming in an Urban Computing Continuum
by: Grunewald, Marla, et al.
Published: (2024)

On Efficient Topology Management in Service-Oriented 6G Networks: An Edge Video Distribution Case Study
by: Ennaceur, Zied, et al.
Published: (2024)

Optimizing Split Learning Latency in TinyML-Based IoT Systems
by: Jenhani, Zied, et al.
Published: (2025)

Reflection-Driven Self-Optimization 6G Agentic AI RAN via Simulation-in-the-Loop Workflows
by: Hu, Yunhao, et al.
Published: (2025)

Deploying AI-Based Applications with Serverless Computing in 6G Networks: An Experimental Study
by: Michalke, Marc, et al.
Published: (2024)

Agentic AI for Ultra-Modern Networks: Multi-Agent Framework for RAN Autonomy and Assurance
by: Singh, Sukhdeep, et al.
Published: (2025)

Evaluating the Impact of Inter-cluster Communications in Edge Computing
by: Michalke, Marc, et al.
Published: (2024)

Maximizing Throughput with Routing Interference Avoidance in RIS-Assisted Relay Mesh Networks
by: Phung, Cao Vien, et al.
Published: (2024)

Enhancing Path Selections with Interference Graphs in Multihop Relay Wireless Networks
by: Phung, Cao Vien, et al.
Published: (2024)

Throughput Analysis and On-Board Buffer Sizing for Hybrid RF and Optical LEO Satellites
by: Phung, Cao-Vien, et al.
Published: (2026)

Curated Collaborative AI Edge with Network Data Analytics for B5G/6G Radio Access Networks
by: Ali, Sardar Jaffar, et al.
Published: (2025)

Optimum Network Slicing for Ultra-reliable Low Latency Communication (URLLC) Services in Campus Networks
by: Zacarias, Iulisloi, et al.
Published: (2025)

Traffic Chunk Sizing vs. Optical Switching Speed in Future All-Optical Satellite Networks
by: Mouammar, Sleman, et al.
Published: (2026)

Game-Theoretic and Reinforcement Learning-Based Cluster Head Selection for Energy-Efficient Wireless Sensor Network
by: Eskandarpour, Mehrshad, et al.
Published: (2025)

Towards Multi-Agent Economies: Enhancing the A2A Protocol with Ledger-Anchored Identities and x402 Micropayments for AI Agents
by: Vaziry, Awid, et al.
Published: (2025)

On Effectiveness of Graph Neural Network Architectures for Network Digital Twins (NDTs)
by: Zacarias, Iulisloi, et al.
Published: (2025)

Towards a Security Plane for 6G Ecosystems
by: Masip-Bruin, Xavi, et al.
Published: (2025)

A Unified Cloud-Edge-Terminal Framework for Multimodal Integrated Sensing and Communication
by: Peng, Yubo, et al.
Published: (2025)

A Deep RL Approach on Task Placement and Scaling of Edge Resources for Cellular Vehicle-to-Network Service Provisioning
by: Hsu, Cyril Shih-Huan, et al.
Published: (2023)

Physiological Signal-Driven QoE Optimization for Wireless Virtual Reality Transmission
by: Wu, Chang, et al.
Published: (2025)

μACP: A Formal Calculus for Expressive, Resource-Constrained Agent Communication
by: Mallick, Arnab, et al.
Published: (2026)

Pragmatic Communication for Remote Control of Finite-State Markov Processes
by: Talli, Pietro, et al.
Published: (2024)

AWCP: A Workspace Delegation Protocol for Deep-Engagement Collaboration across Remote Agents
by: Nie, Xiaohang, et al.
Published: (2026)

Learning to Speak on Behalf of a Group: Medium Access Control for Sending a Shared Message
by: Haque, Shaan ul, et al.
Published: (2022)

MACH: Multi-Agent Coordination for RSU-centric Handovers
by: Spring, Nikolaus, et al.
Published: (2025)

DHEA-MECD: An Embodied Intelligence-Powered DRL Algorithm for AUV Tracking in Underwater Environments with High-Dimensional Features
by: Tian, Kai, et al.
Published: (2026)

OpenID Connect for Agents (OIDC-A) 1.0: A Standard Extension for LLM-Based Agent Identity and Authorization
by: Nagabhushanaradhya, Subramanya
Published: (2025)

Learning To Communicate Over An Unknown Shared Network
by: Agarwal, Shivangi, et al.
Published: (2025)

Enhancing Automotive User Experience with Dynamic Service Orchestration for Software Defined Vehicles
by: Laclau, Pierre, et al.
Published: (2024)

Collaborative Agentic AI Needs Interoperability Across Ecosystems
by: Sharma, Rishi, et al.
Published: (2025)

eCAV: An Edge-Assisted Evaluation Platform for Connected Autonomous Vehicles
by: Landle, Tyler, et al.
Published: (2025)