Cover Image

Adapting Network Information into Semantics for Generalizable and Plug-and-Play Multi-Scenario Network Diagnosis

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Tan, Tiao, Tang, Fengxiao, Luo, Linfeng, Wang, Xiaonan, Li, Zaijing, Zhao, Ming
Format:	Preprint
Published:	2025
Subjects:	Networking and Internet Architecture
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MSADM: Large Language Model (LLM) Assisted End-to-End Network Health Management Based on Multi-Scale Semanticization
by: Tang, Fengxiao, et al.
Published: (2024)

Toward Realistic Wi-Fi Fault Diagnosis: A Multi-Modal Benchmark
by: Zhang, Junjian, et al.
Published: (2026)

6G comprehensive intelligence: network operations and optimization based on Large Language Models
by: Long, Sifan, et al.
Published: (2024)

Differentiated Federated Reinforcement Learning Based Traffic Offloading on Space-Air-Ground Integrated Networks
by: Qin, Yeguang, et al.
Published: (2022)

Joint Semantic Coding and Routing for Multi-Hop Semantic Transmission in LEO Satellite Networks
by: Zeng, Hong, et al.
Published: (2026)

StarStream: Live Video Analytics over Space Networking
by: Zhang, Miao, et al.
Published: (2025)

On the Role of Non-Terrestrial Networks for Boosting Terrestrial Network Performance in Dynamic Traffic Scenarios
by: Alam, Henri, et al.
Published: (2024)

Model-Based Diagnosis: Automating End-to-End Diagnosis of Network Failures
by: Wu, Changrong, et al.
Published: (2025)

Enhancing Management of Large-Scale Optical Networks through RFID Technology Integration
by: Zheng, Xiaoying, et al.
Published: (2024)

Play to Earn in the Metaverse with Mobile Edge Computing over Wireless Networks: A Deep Reinforcement Learning Approach
by: Chua, Terence Jie, et al.
Published: (2023)

Optimizing Resource Allocation for Multi-modal Semantic Communication in Mobile AIGC Networks: A Diffusion-based Game Approach
by: Liu, Jian, et al.
Published: (2024)

Evaluation and Performance Analysis of the Ryu Controller in Various Network Scenarios
by: Montazerolghaem, Ahmadreza, et al.
Published: (2025)

AdaSlicing: Adaptive Online Network Slicing under Continual Network Dynamics in Open Radio Access Networks
by: Zhao, Ming, et al.
Published: (2025)

Decision-Aware Semantic State Synchronization in Compute-First Networking
by: Qi, Jianpeng, et al.
Published: (2026)

RadTwin: Generalizable Wireless Digital Twin for Dynamic Environments
by: Zhang, Yuru, et al.
Published: (2026)

NetLLM: Adapting Large Language Models for Networking
by: Wu, Duo, et al.
Published: (2024)

Probing for Better Age of Information in Energy-Harvesting Random Access Networks
by: Li, Ziyi, et al.
Published: (2026)

TG-DIN: Theory-Guided Demand Inference Network for Generalizable QoS Measurement and Prediction
by: Yang, Fuliang, et al.
Published: (2026)

InSlicing: Interpretable Learning-Assisted Network Slice Configuration in Open Radio Access Networks
by: Zhao, Ming, et al.
Published: (2025)

inRAN: Interpretable Online Bayesian Learning for Network Automation in Open Radio Access Networks
by: Zhao, Ming, et al.
Published: (2026)

Meta-Reinforcement Learning With Mixture of Experts for Generalizable Multi Access in Heterogeneous Wireless Networks
by: Liu, Zhaoyang, et al.
Published: (2024)

Age of Information Optimization in Laser-charged UAV-assisted IoT Networks: A Multi-agent Deep Reinforcement Learning Method
by: Sun, Geng, et al.
Published: (2025)

Network Intent Decomposition and Optimization for Energy-Aware Radio Access Network
by: Wang, Yao, et al.
Published: (2024)

Mobile Networks on the Move: Optimizing Moving Base Stations Dynamics in Urban Scenarios
by: Finarelli, Laura, et al.
Published: (2024)

A Queuing Envelope Model for Estimating Latency Guarantees in Deterministic Networking Scenarios
by: Koneva, Nataliia, et al.
Published: (2024)

Semantic-Aware 6G Network Management through Knowledge-Defined Networking
by: Bilen, Tuğçe, et al.
Published: (2026)

An LLM-Agent-Based Framework for Age of Information Optimization in Heterogeneous Random Access Networks
by: Liu, Fang, et al.
Published: (2026)

CORE: Compensable Reward as a Catalyst for Improving Offline RL in Wireless Networks
by: Zu, Lipeng, et al.
Published: (2025)

A Survey on Semantic Communication Networks: Architecture, Security, and Privacy
by: Guo, Shaolong, et al.
Published: (2024)

Performance Evaluation of Intent-Based Networking Scenarios: A GitOps and Nephio Approach
by: Ghosh, Saptarshi, et al.
Published: (2025)

Conditional Diffusion Model with OOD Mitigation as High-Dimensional Offline Resource Allocation Planner in Clustered Ad Hoc Networks
by: Meng, Kechen, et al.
Published: (2025)

Age of Information in Random Access Networks with Energy Harvesting
by: Zhao, Fangming, et al.
Published: (2024)

Traffic Engineering in Large-scale Networks with Generalizable Graph Neural Networks
by: Zhou, Fangtong, et al.
Published: (2025)

Semantic Communications Services within Generalist Operated Networks
by: Lampin, Quentin, et al.
Published: (2025)

Multi-domain Network Slice Partitioning: A Graph Neural Network Algorithm
by: Wu, Zhouxiang, et al.
Published: (2024)

From Raw Data to Shared 3D Semantics: Task-Oriented Communication for Multi-Robot Collaboration
by: Xue, Ruibo, et al.
Published: (2026)

Pipelining Split Learning in Multi-hop Edge Networks
by: Wei, Wei, et al.
Published: (2025)

Pinching Antenna-Aided Wireless Powered Communication Networks
by: Li, Yixuan, et al.
Published: (2025)

oneTwin: Online Digital Network Twin via Neural Radio Radiance Field
by: Zhang, Yuru, et al.
Published: (2026)

Cognitive Semantic Augmentation LEO Satellite Networks for Earth Observation
by: Chou, Hong-fu, et al.
Published: (2024)