Toward native artificial intelligence in 6G networks: System design, architectures, and paradigms

J Wu, R Li, X An, C Peng, Z Liu, J Crowcroft… - arXiv preprint arXiv …, 2021 - arxiv.org
… with embedded machine learning capabilities. However, if … of the network architecture, it
cannot provide native AI support … architecture providing native support for intelligence inclusion, …

[PDF][PDF] EdgeAI: A vision for distributed, edge-native artificial intelligence in future 6G networks

L Lovén, T Leppänen, E Peltonen, J Partala… - 6G Wireless Summit …, 2019 - oulurepo.oulu.fi
… devices, and the network infrastructure components at the edges of wireless and fixed
networks. In stark contrast, current artificial intelligence (AI) and in particular machine learning (ML…

AI-native network slicing for 6G networks

W Wu, C Zhou, M Li, H Wu, H Zhou… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
… virtualization, and ubiquitous intelligence. This article presents an artificial intelligence (AI)-native
network slicing architecture for 6G networks to enable the synergy of AI and network …

Artificial Intelligence for network function autoscaling in a cloud-native 5G network

V Passas, N Makris, Y Wang, A Apostolaras… - Computers and …, 2022 - Elsevier
… In the case of 5G networks, orchestrators need to handle Virtual Network … cloud-native 5G
CN, and develop schemes for dynamic scaling of network functions using Artificial Intelligence (…

[PDF][PDF] EdgeAI: Edge-native distributed platform for artificial intelligence

E Peltonen, T Leppänen, L Lovén - … of the 1st 6G Wireless Summit …, 2019 - researchgate.net
… Our future work aims at building a edge-native AI platform for 6G networks based on existing
5G technologies, eg the 5G Test Network (http://5gtn.fi/) in the premises of the University of …

Native intelligence for 6G mobile network: technical challenges, architecture and key features

L Guangyi, D Juan, Z Qingbi, L Gang… - 中国邮电高校学报 …, 2022 - jcupt.bupt.edu.cn
… 摘要: The application of the artificial intelligence (AI) … native intelligence in the 6th generation
mobile communication system (6G) networks from the perspectives of 5G intelligent network

Design and optimization of wireless communication systems and networks with native artificial intelligence

ΠΣ Μπουζίνης - 2023 - ikee.lib.auth.gr
… communication networks are envisioned to adopt a native artificial intelligence (AI) approach,
aiming to deliver ubiquitous intelligent services, and to improve the underlying network

Toward native artificial intelligence in 6G

Y Liu, Y He, Y Lin, L Tang - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
… , new AI service, and high-level network autonomy, native AI is listed as one of the important
network intelligence of various organizations, and then provides the viewpoint on the native

Network artificial intelligence, fast and slow

D Rossi, L Zhang - … Workshop on Native Network Intelligence, 2022 - dl.acm.org
… a vision for native network intelligence. In particular, after … Nativenetworking (Sec. 3). We
next instantiate what we believe should be the guiding principles for native network intelligence

Native Network Intelligence

ACM SIGCOMM - dl.acm.org
… interest towards leveraging Artificial Intelligence (AI) tools to innovate network operations at
… to integrate intelligence in networks and how to (re)design networks for the native support of …