Imagen de Portada

AutORAN: LLM-driven Natural Language Programming for Agile xApp Development

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Li, Xin, Yu, Shiming, Shen, Leming, Zhang, Jianing, Zheng, Yuanqing, Xie, Yaxiong
Formato:	Preprint
Publicado:	2026
Materias:	Networking and Internet Architecture Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

CollabORAN: A Collaborative rApp-xApp-dApp Control Architecture for Fairness-Adaptive Resource Sharing in O-RAN
por: Giannopoulos, Anastasios, et al.
Publicado: (2026)

The xApp Store: A Framework for xApp Onboarding and Deployment in O-RAN
por: Rodgers, Philip, et al.
Publicado: (2025)

QACM: QoS-Aware xApp Conflict Mitigation in Open RAN
por: Wadud, Abdul, et al.
Publicado: (2024)

Managing O-RAN Networks: xApp Development from Zero to Hero
por: Santos, Joao F., et al.
Publicado: (2024)

xDevSM: Streamlining xApp Development With a Flexible Framework for O-RAN E2 Service Models
por: Feraudo, Angelo, et al.
Publicado: (2024)

Interoperable rApp/xApp Control over O-RAN for Mobility-aware Dynamic Spectrum Allocation
por: Giannopoulos, Anastasios, et al.
Publicado: (2026)

OREO: O-RAN intElligence Orchestration of xApp-based network services
por: Mungari, Federico, et al.
Publicado: (2024)

RSLAQ -- A Robust SLA-driven 6G O-RAN QoS xApp using deep reinforcement learning
por: Yungaicela-Naula, Noe M., et al.
Publicado: (2025)

MANATEE: A DevOps Platform for xApp Lifecycle Management and Testing in Open RAN
por: Montebugnoli, Sofia, et al.
Publicado: (2026)

xApp-Level Conflict Mitigation in O-RAN, a Mobility Driven Energy Saving Case
por: Wadud, Abdul, et al.
Publicado: (2024)

Machine Learning-based xApp for Dynamic Resource Allocation in O-RAN Networks
por: Qazzaz, Mohammed M. H., et al.
Publicado: (2024)

Towards xApp Conflict Evaluation with Explainable Machine Learning and Causal Inference in O-RAN
por: Sharma, Pragya, et al.
Publicado: (2025)

xApp Distillation: AI-based Conflict Mitigation in B5G O-RAN
por: Erdol, Hakan, et al.
Publicado: (2024)

Exploiting and Securing ML Solutions in Near-RT RIC: A Perspective of an xApp
por: Dayaratne, Thusitha, et al.
Publicado: (2024)

Mitigating xApp conflicts for efficient network slicing in 6G O-RAN: a graph convolutional-based attention network approach
por: Bakri, Sihem, et al.
Publicado: (2025)

Experimental evaluation of xApp Conflict Mitigation Framework in O-RAN: Insights from Testbed deployment in OTIC
por: Sultana, Abida, et al.
Publicado: (2025)

Seeing Through the Fog: Empowering Mobile Devices to Expose and Mitigate RAN Buffer Effects on Delay-Sensitive Protocols
por: Liu, Yuxin, et al.
Publicado: (2025)

Experimental Study of Low-Latency Video Streaming in an ORAN Setup with Generative AI
por: Casparsen, Andreas, et al.
Publicado: (2024)

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

Towards a Zero-Trust Supply-Chain Assurance Rubric for ORAN RIC Applications
por: Chiu, Chun Yin
Publicado: (2026)

NeuralEmu: in situ Measurement-Driven, ML-based, High-Fidelity 5G Network Emulation
por: Wan, Haoran, et al.
Publicado: (2026)

Enabling Agile Ambient IoT Networking via a Parameterized Hybrid Radio
por: Lei, Jiazhen, et al.
Publicado: (2026)

LLM-Based Net Analyzer rApp for Explainable and Safe Automation in O-RAN Non-RT RIC
por: Ngo, Tuan V., et al.
Publicado: (2026)

Beyond Redundancy: Toward Agile Resilience in Optical Networks to Overcome Unpredictable Disasters
por: Mano, Toru, et al.
Publicado: (2025)

BLADE: Adaptive Wi-Fi Contention Control for Next-Generation Real-Time Communication
por: Guo, Fengqian, et al.
Publicado: (2026)

GenOnet: Generative Open xG Network Simulation with Multi-Agent LLM and ns-3
por: Rezazadeh, Farhad, et al.
Publicado: (2024)

Scheduling Agile Earth Observation Satellites with Onboard Processing and Real-Time Monitoring
por: Mercado-Martínez, Antonio M., et al.
Publicado: (2025)

Hierarchical Micro-Segmentations for Zero-Trust Services via Large Language Model (LLM)-enhanced Graph Diffusion
por: Liu, Yinqiu, et al.
Publicado: (2024)

Optimizing Microservices Placement in the Cloud-to-Edge Continuum: A Comparative Analysis of App and Service Based Approaches
por: Mota-Cruz, Miguel, et al.
Publicado: (2024)

HyGra: Accelerating Network-State Simulation for LLM Training in DCNs via Adaptive Packet-Flow Granularity
por: Wang, Wenyi, et al.
Publicado: (2026)

AgentVNE: LLM-Augmented Graph Reinforcement Learning for Affinity-Aware Multi-Agent Placement in Edge Agentic AI
por: Zheng, Runze, et al.
Publicado: (2026)

ORAN-Bench-13K: An Open Source Benchmark for Assessing LLMs in Open Radio Access Networks
por: Gajjar, Pranshav, et al.
Publicado: (2024)

Large Language Model (LLM)-enabled Graphs in Dynamic Networking
por: Sun, Geng, et al.
Publicado: (2024)

SIMCODE: A Benchmark for Natural Language to ns-3 Network Simulation Code Generation
por: Ahmed, Tasnim, et al.
Publicado: (2025)

LLM Agent Communication Protocol (LACP) Requires Urgent Standardization: A Telecom-Inspired Protocol is Necessary
por: Li, Xin, et al.
Publicado: (2025)

LLM-Slice: Dedicated Wireless Network Slicing for Large Language Models
por: Liu, Boyi, et al.
Publicado: (2024)

xDevSM: An Open-Source Framework for Portable, AI-Ready xApps Across Heterogeneous O-RAN Deployments
por: Feraudo, Angelo, et al.
Publicado: (2026)

AutoNet: Automatic Reachability Policy Management in Public Cloud Networks
por: Sviridov, German, et al.
Publicado: (2024)

Large Language Model-Based Task Offloading and Resource Allocation for Digital Twin Edge Computing Networks
por: Wu, Qiong, et al.
Publicado: (2025)

Agile Orchestration at Will: An Entire Smart Service-Based Security Architecture Towards 6G
por: Duan, Zhuoran, et al.
Publicado: (2025)