AI for Open Programmable Virtualized Networks in 6G

被引:0
|
作者
Granelli, Fabrizio [1 ]
Costa, Cristina E. [2 ]
Erol-Kantarci, Melike [3 ,4 ,5 ,6 ]
Zheng, Jun [7 ,8 ]
机构
[1] Univ Trento, Trento, Italy
[2] Telecom Italia Lab, Internet Serv Grp, Turin, Italy
[3] Univ Ottawa, AI enabled Next Generat Wireless Networks, Ottawa, ON, Canada
[4] Univ Ottawa, Sch Elect Engn & Comp Sci, Ottawa, ON, Canada
[5] Networked Syst & Commun Res NETCORE Lab, Ottawa, ON, Canada
[6] Vector Inst, Toronto, ON, Canada
[7] Southeast Univ, Sch Informat Sci & Engn, Nanjing, Peoples R China
[8] Purple Mt Labs, Interdisciplinary Sci Res Ctr, Nanjing, Peoples R China
关键词
D O I
10.1109/MWC.2022.9979699
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Programmable virtualized networks decouple data and control planes and have the power of supporting the demands of diverse and varied use cases, allowing the services to scale and adapt dynamically. The diverse demands of Enhanced Mobile Broadband (eMBB), Ultra-Reliable and Low-latency Communications (uRLLC), and massive Machine Type Communications (mMTC) users inevitably increase the network complexity, making programmability alone not sufficient. To fulfill these demands, next generation mobile networks need to respond with the capacity of supporting a greater number of heterogeneous devices, the availability of more spectrum and the introduction of complex protocol stacks, making automated and intelligent tools for management, reconfiguration, adaptation, and coordination of network resources an impelling necessity.
引用
收藏
页码:10 / 11
页数:2
相关论文
共 50 条
  • [21] An Overview of 5G and 6G Networks from the Perspective of AI Applications
    Khedkar A.
    Musale S.
    Padalkar G.
    Suryawanshi R.
    Sahare S.
    Journal of The Institution of Engineers (India): Series B, 2023, 104 (06) : 1329 - 1341
  • [22] Enabling Programmable Deterministic Communications in 6G
    Minh-Thuyen Thi
    Said, Siwar Ben Hadj
    Roberty, Adrien
    Chbib, Fadlallah
    Khatoun, Rida
    Linguaglossa, Leonardo
    PROCEEDINGS OF THE 2023 INTERNATIONAL SYMPOSIUM ON THEORY, ALGORITHMIC FOUNDATIONS, AND PROTOCOL DESIGN FOR MOBILE NETWORKS AND MOBILE COMPUTING, MOBIHOC 2023, 2023, : 322 - 327
  • [23] AI-RAN in 6G Networks: State-of-the-Art and Challenges
    Khan, Naveed Ali
    Schmid, Stefan
    IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY, 2024, 5 : 294 - 311
  • [24] Enabling technologies for AI empowered 6G massive radio access networks
    Shahjalal, Md.
    Kim, Woojun
    Khalid, Waqas
    Moon, Seokjae
    Khan, Murad
    Liu, ShuZhi
    Lim, Suhyeon
    Kim, Eunjin
    Yun, Deok-Won
    Lee, Joohyun
    Lee, Won-Cheol
    Hwang, Seung-Hoon
    Kim, Dongkyun
    Lee, Jang-Won
    Yu, Heejung
    Sung, Youngchul
    Jang, Yeong Min
    ICT EXPRESS, 2023, 9 (03): : 341 - 355
  • [25] AI-empowered UAV Trajectory Optimization in 6G Aerial Networks
    Raja, Gunasekaran
    Sivaganesh, B.
    Ravichandran, Vishal
    Saroja, S.
    Scazzoli, Davide
    Magarini, Maurizio
    Dev, Kapal
    IEEE CONFERENCE ON GLOBAL COMMUNICATIONS, GLOBECOM, 2023, : 7285 - 7290
  • [26] AI-native architecture for 6G networks and services with model dependencies
    Toumi, Nassima
    Dimitrovski, Toni
    2024 JOINT EUROPEAN CONFERENCE ON NETWORKS AND COMMUNICATIONS & 6G SUMMIT, EUCNC/6G SUMMIT 2024, 2024, : 901 - 906
  • [27] Lifecycle Management of Trustworthy AI Models in 6G Networks: the Reason Approach
    Parra-Ullauri, Juan
    Zhou, Xueqing
    Moazzeni, Shadi
    Hussain, Rasheed
    Vasilakos, Xenofon
    Wu, Yulei
    Baby, Renjith
    Hassan Mahmud, M. M.
    Incorvaia, Gabriele
    Hond, Darryl
    Asgari, Hamid
    Tassi, Andrea
    Warren, Daniel
    Simeonidou, Dimitra
    IEEE WIRELESS COMMUNICATIONS, 2025, 32 (02) : 42 - 51
  • [28] Exploration of NWDAF Development Architecture for 6G AI-Native Networks
    HE Shiwen
    PENG Shilin
    DONG Haolei
    WANG Liangpeng
    AN Zhenyu
    ZTE Communications, 2025, 23 (01) : 45 - 52
  • [29] Guest Editorial The Nexus Between Edge Computing and AI for 6G Networks
    Zhou, Zhi
    Niyato, Dusit
    Xiong, Zehui
    Gong, Xiaowen
    Saad, Walid
    Fu, Xiaoming
    IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2023, 10 (03): : 1186 - 1189
  • [30] Organic 6G Networks
    Corici, Marius
    Troudt, Eric
    Magedanz, Thomas
    Schotten, Hans
    2022 JOINT EUROPEAN CONFERENCE ON NETWORKS AND COMMUNICATIONS & 6G SUMMIT (EUCNC/6G SUMMIT), 2022, : 541 - 546