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 …

[HTML][HTML] A survey on Zero touch network and Service Management (ZSM) for 5G and beyond networks

M Liyanage, QV Pham, K Dev, S Bhattacharya… - Journal of Network and …, 2022 - Elsevier
Faced with the rapid increase in smart Internet-of-Things (IoT) devices and the high demand
for new business-oriented services in the fifth-generation (5G) and beyond network, the …

[HTML][HTML] Machine learning-based zero-touch network and service management: A survey

J Gallego-Madrid, R Sanchez-Iborra, PM Ruiz… - Digital Communications …, 2022 - Elsevier
The exponential growth of mobile applications and services during the last years has
challenged the existing network infrastructures. Consequently, the arrival of multiple …

ZSM security: Threat surface and best practices

C Benzaid, T Taleb - IEEE Network, 2020 - ieeexplore.ieee.org
The ETSI's Zero touch network and Service Management (ZSM) framework is a prominent
initiative to tame the envisioned complexity in operating and managing 5G and beyond …

Zero touch management: A survey of network automation solutions for 5G and 6G networks

E Coronado, R Behravesh… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Mobile networks are facing an unprecedented demand for high-speed connectivity
originating from novel mobile applications and services and, in general, from the adoption …

Toward zero-touch management and orchestration of massive deployment of network slices in 6G

H Chergui, A Ksentini, L Blanco… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
6G systems are expected to serve a massive number of extremely heterogeneous network
slices that cross multiple technological domains (ie, RAN, edge, cloud, and core), posing …

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 …

Technological transformation of telco operators towards seamless iot edge-cloud continuum

K Oztoprak, YK Tuncel, I Butun - Sensors, 2023 - mdpi.com
This article investigates and discusses challenges in the telecommunication field from
multiple perspectives, both academic and industry sides are catered for, surveying the main …

Front-end intelligence for large-scale application-oriented internet-of-things

A Bader, H Ghazzai, A Kadri, MS Alouini - IEEE Access, 2016 - ieeexplore.ieee.org
The Internet-of-things (IoT) refer to the massive integration of electronic devices, vehicles,
buildings, and other objects to collect and exchange data. It is the enabling technology for a …

Toward software-defined networking-based IoT frameworks: A systematic literature review, taxonomy, open challenges and prospects

S Siddiqui, S Hameed, SA Shah, I Ahmad… - IEEE …, 2022 - ieeexplore.ieee.org
Internet of Things (IoT) is characterized as one of the leading actors for the next evolutionary
stage in the computing world. IoT-based applications have already produced a plethora of …