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 …

Machine learning for performance-aware virtual network function placement

DM Manias, M Jammal, H Hawilo… - 2019 IEEE Global …, 2019 - ieeexplore.ieee.org
With the growing demand for data connectivity, network service providers are faced with the
task of reducing their capital and operational expenses while simultaneously improving …

Big data perspective and challenges in next generation networks

K Sultan, H Ali, Z Zhang - Future Internet, 2018 - mdpi.com
With the development towards the next generation cellular networks, ie, 5G, the focus has
shifted towards meeting the higher data rate requirements, potential of micro cells and …

The need for advanced intelligence in nfv management and orchestration

DM Manias, A Shami - IEEE Network, 2020 - ieeexplore.ieee.org
With the constant demand for connectivity at an all-time high, Network Service Providers
(NSPs) are required to optimize their networks to cope with rising capital and operational …

Orchestration and Control in Software‐Defined 5G Networks: Research Challenges

G Nencioni, RG Garroppo, AJ Gonzalez… - Wireless …, 2018 - Wiley Online Library
The fifth generation (5G) of cellular networks promises to be a major step in the evolution of
wireless technology. 5G is planned to be used in a very broad set of application scenarios …

OTN-over-WDM optimization in 5G networks: key challenges and innovation opportunities

A Moubayed, DM Manias, A Javadtalab… - Photonic Network …, 2023 - Springer
The continued growth of both mobile broadband and fixed broadband subscriptions as well
as the added deployment of Internet of Things devices has led to making 5G networks a …

A survey on requirements of future intelligent networks: solutions and future research directions

A Husen, MH Chaudary, F Ahmad - ACM Computing Surveys, 2022 - dl.acm.org
The context of this study examines the requirements of Future Intelligent Networks (FIN),
solutions, and current research directions through a survey technique. The background of …

Dynamic resource aware VNF placement with deep reinforcement learning for 5G networks

A Dalgkitsis, PV Mekikis… - … 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
The increasing demand for fast, reliable, and robust network services has driven the
telecommunications industry to design novel network architectures that employ Network …

Key technologies in the context of future networks: operational and management requirements

LI Barona Lopez, ÁL Valdivieso Caraguay… - Future Internet, 2016 - mdpi.com
The concept of Future Networks is based on the premise that current infrastructures require
enhanced control, service customization, self-organization and self-management …

CogNet: A network management architecture featuring cognitive capabilities

L Xu, H Assem, IGB Yahia, TS Buda… - … on Networks and …, 2016 - ieeexplore.ieee.org
It is expected that the fifth generation mobile networks (5G) will support both human-to-
human and machine-to-machine communications, connecting up to trillions of devices and …