大规模人工智能在电信领域：创新、可扩展性与增强数字体验的路线图
网络与互联网体系结构
2025-03-07 v1 人工智能
计算与语言
摘要
本白皮书讨论了大规模人工智能在电信行业中的作用，具体关注生成式人工智能在网络功能和用户体验方面的潜力，尤其是在6G系统的背景下。它突出了大型电信模型（Large Telecom Models, LTMs）的开发与部署，这些模型是为解决现代电信网络面临的复杂挑战而量身定制的AI模型。该论文涵盖了从LTMs的架构和部署策略到其在网络管理、资源分配和优化中的应用的广泛主题。它还探讨了LTMs的监管、伦理和标准化考量，提供了这些模型未来集成到电信基础设施中的见解。本旨在为LTMs的采用提供全面路线图，以增强电信网络的可扩展性、性能和以用户为中心的创新。
引用
@article{arxiv.2503.04184,
title = {Large-Scale AI in Telecom: Charting the Roadmap for Innovation, Scalability, and Enhanced Digital Experiences},
author = {Adnan Shahid and Adrian Kliks and Ahmed Al-Tahmeesschi and Ahmed Elbakary and Alexandros Nikou and Ali Maatouk and Ali Mokh and Amirreza Kazemi and Antonio De Domenico and Athanasios Karapantelakis and Bo Cheng and Bo Yang and Bohao Wang and Carlo Fischione and Chao Zhang and Chaouki Ben Issaid and Chau Yuen and Chenghui Peng and Chongwen Huang and Christina Chaccour and Christo Kurisummoottil Thomas and Dheeraj Sharma and Dimitris Kalogiros and Dusit Niyato and Eli De Poorter and Elissa Mhanna and Emilio Calvanese Strinati and Faouzi Bader and Fathi Abdeldayem and Fei Wang and Fenghao Zhu and Gianluca Fontanesi and Giovanni Geraci and Haibo Zhou and Hakimeh Purmehdi and Hamed Ahmadi and Hang Zou and Hongyang Du and Hoon Lee and Howard H. Yang and Iacopo Poli and Igor Carron and Ilias Chatzistefanidis and Inkyu Lee and Ioannis Pitsiorlas and Jaron Fontaine and Jiajun Wu and Jie Zeng and Jinan Li and Jinane Karam and Johny Gemayel and Juan Deng and Julien Frison and Kaibin Huang and Kehai Qiu and Keith Ball and Kezhi Wang and Kun Guo and Leandros Tassiulas and Lecorve Gwenole and Liexiang Yue and Lina Bariah and Louis Powell and Marcin Dryjanski and Maria Amparo Canaveras Galdon and Marios Kountouris and Maryam Hafeez and Maxime Elkael and Mehdi Bennis and Mehdi Boudjelli and Meiling Dai and Merouane Debbah and Michele Polese and Mohamad Assaad and Mohamed Benzaghta and Mohammad Al Refai and Moussab Djerrab and Mubeen Syed and Muhammad Amir and Na Yan and Najla Alkaabi and Nan Li and Nassim Sehad and Navid Nikaein and Omar Hashash and Pawel Sroka and Qianqian Yang and Qiyang Zhao and Rasoul Nikbakht Silab and Rex Ying and Roberto Morabito and Rongpeng Li and Ryad Madi and Salah Eddine El Ayoubi and Salvatore D'Oro and Samson Lasaulce and Serveh Shalmashi and Sige Liu and Sihem Cherrared and Swarna Bindu Chetty and Swastika Dutta and Syed A. R. Zaidi and Tianjiao Chen and Timothy Murphy and Tommaso Melodia and Tony Q. S. Quek and Vishnu Ram and Walid Saad and Wassim Hamidouche and Weilong Chen and Xiaoou Liu and Xiaoxue Yu and Xijun Wang and Xingyu Shang and Xinquan Wang and Xuelin Cao and Yang Su and Yanping Liang and Yansha Deng and Yifan Yang and Yingping Cui and Yu Sun and Yuxuan Chen and Yvan Pointurier and Zeinab Nehme and Zeinab Nezami and Zhaohui Yang and Zhaoyang Zhang and Zhe Liu and Zhenyu Yang and Zhu Han and Zhuang Zhou and Zihan Chen and Zirui Chen and Zitao Shuai},
journal= {arXiv preprint arXiv:2503.04184},
year = {2025}
}