[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 …

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] 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 …

An effective service-oriented networking management architecture for 5G-enabled internet of things

M Huang, A Liu, NN Xiong, T Wang, AV Vasilakos - Computer networks, 2020 - Elsevier
The development of a 5G-enabled Internet of Things has led to a dramatic increase in
network traffic load, which has presented tremendous challenges to network management …

Enhancing the internet of things with knowledge-driven software-defined networking technology: Future perspectives

Y Li, X Su, AY Ding, A Lindgren, X Liu, C Prehofer… - Sensors, 2020 - mdpi.com
The Internet of Things (IoT) connects smart devices to enable various intelligent services.
The deployment of IoT encounters several challenges, such as difficulties in controlling and …

A theoretical discussion and survey of network automation for IoT: Challenges and opportunity

ST Arzo, C Naiga, F Granelli, R Bassoli… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
The introduction of the Internet of Things (IoT) and massive machine-type communications
has implied an increase in network size and complexity. In particular, there is already a huge …

Towards 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 …

Internet of Things (IoT) smart and secure service delivery

E Bertino, KKR Choo, D Georgakopolous… - ACM Transactions on …, 2016 - dl.acm.org
The Internet of Things (IoT) is the latest Internet evolution that incorporates a diverse range
of things such as sensors, actuators, and services deployed by different organizations and …