Copertina

High-Fidelity Network Management for Federated AI-as-a-Service: Cross-Domain Orchestration

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Chraiti, Mohaned, Ercetin, Ozgur, Saimler, Merve
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Networking and Internet Architecture Artificial Intelligence
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

AI-Paging: Lease-Based Execution Anchoring for Network-Exposed AI-as-a-Service
di: Chraiti, Mohaned, et al.
Pubblicazione: (2026)

AI Sessions for Network-Exposed AI-as-a-Service
di: Chraiti, Mohaned, et al.
Pubblicazione: (2026)

Predictive-State Communication: Innovation Coding and Reconciliation under Delay
di: Ercetin, Ozgur, et al.
Pubblicazione: (2026)

Fidelity-Age-Aware Scheduling in Quantum Repeater Networks
di: Ercetin, Ozgur, et al.
Pubblicazione: (2026)

Large Language Models meet Network Slicing Management and Orchestration
di: Dandoush, Abdulhalim, et al.
Pubblicazione: (2024)

Effective Communications for 6G: Challenges and Opportunities
di: Soyak, Ece Gelal, et al.
Pubblicazione: (2022)

An Agentic AI Control Plane for 6G Network Slice Orchestration, Monitoring, and Trading
di: Bandara, Eranga, et al.
Pubblicazione: (2026)

Semantic Routing for Enhanced Performance of LLM-Assisted Intent-Based 5G Core Network Management and Orchestration
di: Manias, Dimitrios Michael, et al.
Pubblicazione: (2024)

Chat-Driven Optimal Management for Virtual Network Services
di: Miyaoka, Yuya, et al.
Pubblicazione: (2025)

Federated Agentic AI for Wireless Networks: Fundamentals, Approaches, and Applications
di: Cai, Lingyi, et al.
Pubblicazione: (2026)

Towards an AI/ML-driven SMO Framework in O-RAN: Scenarios, Solutions, and Challenges
di: Habibi, Mohammad Asif, et al.
Pubblicazione: (2024)

AGORA: Agentic Green Orchestration Architecture for Beyond 5G Networks
di: Moreira, Rodrigo, et al.
Pubblicazione: (2026)

Toward an Unbiased Collective Memory for Efficient LLM-Based Agentic 6G Cross-Domain Management
di: Chergui, Hatim, et al.
Pubblicazione: (2025)

Hybrid Orchestration of Edge AI and Microservices via Graph-based Self-Imitation Learning
di: Yang, Chen, et al.
Pubblicazione: (2026)

AI Lifecycle-Aware Feasibility Framework for Split-RIC Orchestration in NTN O-RAN
di: Tarchi, Daniele
Pubblicazione: (2026)

Closing the Responsibility Gap in AI-based Network Management: An Intelligent Audit System Approach
di: Figetakis, Emanuel, et al.
Pubblicazione: (2025)

Online Learning for Autonomous Management of Intent-based 6G Networks
di: Karakaya, Erciyes, et al.
Pubblicazione: (2024)

SANet: A Semantic-aware Agentic AI Networking Framework for Cross-layer Optimization in 6G
di: Xiao, Yong, et al.
Pubblicazione: (2025)

Generative AI for Intent-Driven Network Management in 6G RAN: A Case Study on the Mamba Model
di: Habib, Md Arafat, et al.
Pubblicazione: (2025)

INSIGHT: A Survey of In-Network Systems for Intelligent, High-Efficiency AI and Topology Optimization
di: Algazinov, Aleksandr, et al.
Pubblicazione: (2025)

Toward Autonomous O-RAN: A Multi-Scale Agentic AI Framework for Real-Time Network Control and Management
di: Navidan, Hojjat, et al.
Pubblicazione: (2026)

TPAoI: Ensuring Fresh Service Status at the Network Edge in Compute-First Networking
di: He, Haosheng, et al.
Pubblicazione: (2024)

Edge AI as a Service with Coordinated Deep Neural Networks
di: Maleki, Alireza, et al.
Pubblicazione: (2024)

Morphe: High-Fidelity Generative Video Streaming with Vision Foundation Model
di: Gong, Tianyi, et al.
Pubblicazione: (2026)

AI-Driven Vehicle Condition Monitoring with Cell-Aware Edge Service Migration
di: Kalalas, Charalampos, et al.
Pubblicazione: (2025)

End-to-End Edge AI Service Provisioning Framework in 6G ORAN
di: Tang, Yun, et al.
Pubblicazione: (2025)

LLM Agents as 6G Orchestrator: A Paradigm for Task-Oriented Physical-Layer Automation
di: Xiao, Zhuoran, et al.
Pubblicazione: (2024)

A Survey Mobility Management in 5G Networks
di: Kasim, A. Nezih
Pubblicazione: (2020)

Network Diffuser for Placing-Scheduling Service Function Chains with Inverse Demonstration
di: Zhang, Zuyuan, et al.
Pubblicazione: (2025)

Toward Experimentation-as-a-Service in 5G/6G: The Plaza6G Prototype for AI-Assisted Trials
di: Barrachina-Muñoz, Sergio, et al.
Pubblicazione: (2026)

Intent-Based Network for RAN Management with Large Language Models
di: Bimo, Fransiscus Asisi, et al.
Pubblicazione: (2025)

Distilling Large Language Models for Network Active Queue Management
di: Pokhrel, Shiva Raj, et al.
Pubblicazione: (2025)

Offloading and Quality Control for AI Generated Content Services in 6G Mobile Edge Computing Networks
di: Wang, Yitong, et al.
Pubblicazione: (2023)

AI-driven Intent-Based Networking Approach for Self-configuration of Next Generation Networks
di: Hossain, Md. Kamrul, et al.
Pubblicazione: (2026)

Towards Intent-Based Network Management: Large Language Models for Intent Extraction in 5G Core Networks
di: Manias, Dimitrios Michael, et al.
Pubblicazione: (2024)

Multi-Agent RL-Based Industrial AIGC Service Offloading over Wireless Edge Networks
di: Li, Siyuan, et al.
Pubblicazione: (2024)

Agentic AI Empowered Intent-Based Networking for 6G
di: Jiang, Genze, et al.
Pubblicazione: (2026)

Pinching Antennas Meet AI in Next-Generation Wireless Networks
di: Fang, Fang, et al.
Pubblicazione: (2025)

The Kubernetes Network Driver Model: A Composable Architecture for High-Performance Networking
di: Ojea, Antonio
Pubblicazione: (2025)

Efficient Cross-View Localization in 6G Space-Air-Ground Integrated Network
di: Hao, Min, et al.
Pubblicazione: (2026)