NLP Powered Intent Based Network Management for Private 5G Networks

Author:

Mcnamara Joseph1ORCID,Camps-Mur Daniel2,Goodarzi Meysam3,Frank Hilary4ORCID,Chinchilla-Romero Lorena5ORCID,Cañellas Ferrán2,Fernández-Fernández Adriana2ORCID,Yan Shuangyi4ORCID

Affiliation:

1. Ericsson LMI, Athlone, Westmeath, Ireland

2. I2CAT Foundation, Barcelona, Spain

3. IHP—Leibniz-Institut für Innovative Mikroelektronik, Frankfurt (Oder), Germany

4. Smart Internet Laboratory, University of Bristol, Bristol, U.K.

5. Department of Signal Theory, Telematics and Communications (DTSTC), University of Granada, Granada, Spain

Funder

European Commission’s Horizon 2020 research and innovation program

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Exploring Large Language Models in Intent Acquisition and Translation;2024 IEEE 10th International Conference on Network Softwarization (NetSoft);2024-06-24

2. Towards Intent-Based Network Management: Large Language Models for Intent Extraction in 5G Core Networks;2024 20th International Conference on the Design of Reliable Communication Networks (DRCN);2024-05-06

3. Multi - RAT Enhanced Private Wireless Networks with Intent-Based Network Management Automation;2023 IEEE Globecom Workshops (GC Wkshps);2023-12-04

4. Security in Intent-Based Networking: Challenges and Solutions;2023 IEEE Conference on Standards for Communications and Networking (CSCN);2023-11-06

5. Intent-driven Intelligent Control and Orchestration in O-RAN Via Hierarchical Reinforcement Learning;2023 IEEE 20th International Conference on Mobile Ad Hoc and Smart Systems (MASS);2023-09-25

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