Zero touch realization of pervasive artificial intelligence as a service in 6G networks

E Baccour, MS Allahham, A Erbad… - IEEE …, 2023 - ieeexplore.ieee.org
The vision of the upcoming 6G technologies, characterized by ultra-dense networks, low
latency, and fast data rate, is to support pervasive artificial intelligence (PAI) using zero …

On end-to-end intelligent automation of 6G networks

A Moubayed, A Shami, A Al-Dulaimi - Future Internet, 2022 - mdpi.com
The digital transformation of businesses and services is currently in full force, opening the
world to a new set of unique challenges and opportunities. In this context, 6G promises to be …

Artificial intelligence for elastic management and orchestration of 5G networks

DM Gutierrez-Estevez, M Gramaglia… - IEEE wireless …, 2019 - ieeexplore.ieee.org
The emergence of 5G enables a broad set of diversified and heterogeneous services with
complex and potentially conflicting demands. For networks to be able to satisfy those needs …

Towards artificial intelligence enabled 6G: State of the art, challenges, and opportunities

S Zhang, D Zhu - Computer Networks, 2020 - Elsevier
Abstract 6G is expected to support the unprecedented Internet of everything scenarios with
extremely diverse and challenging requirements. To fulfill such diverse requirements …

AI-driven zero touch network and service management in 5G and beyond: Challenges and research directions

C Benzaid, T Taleb - Ieee Network, 2020 - ieeexplore.ieee.org
The foreseen complexity in operating and managing 5G and beyond networks has propelled
the trend toward closed-loop automation of network and service management operations. To …

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
The mobile communication system has transformed to be the fundamental infrastructure to
support digital demands from all industry sectors, and 6G is envisioned to go far beyond the …

Anticipatory session management and user plane function placement for ai-driven beyond 5g networks

S Peters, MA Khan - Procedia Computer Science, 2019 - Elsevier
In this paper we aim at facilitating the flexible 5G core network architecture with foresighted
session management. To achieve this we propose a 5G-native architecture utilizing a three …

AI-driven zero-touch operations, security and trust in multi-operator 5G networks: A conceptual architecture

G Carrozzo, MS Siddiqui, A Betzler… - … on networks and …, 2020 - ieeexplore.ieee.org
The 5G network solutions currently standardised and deployed do not yet enable the full
potential of pervasive networking and computing envisioned in 5G initial visions: network …

AI as a microservice (AIMS) over 5G networks

GM Lee, TW Um, JK Choi - … : Machine Learning for a 5G Future …, 2018 - ieeexplore.ieee.org
As data-driven decision-making services are being infused into Internet of Things (IoT)
applications, especially at the 5G networks, Artificial Intelligence (AI) algorithms such as …

Enabling massive IoT toward 6G: A comprehensive survey

F Guo, FR Yu, H Zhang, X Li, H Ji… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Nowadays, many disruptive Internet-of-Things (IoT) applications emerge, such as
augmented/virtual reality online games, autonomous driving, and smart everything, which …