[HTML][HTML] 5G network slicing using SDN and NFV: A survey of taxonomy, architectures and future challenges

AA Barakabitze, A Ahmad, R Mijumbi, A Hines - Computer Networks, 2020 - Elsevier
The increasing consumption of multimedia services and the demand of high-quality services
from customers has triggered a fundamental change in how we administer networks in terms …

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 …

Machine learning for cognitive network management

S Ayoubi, N Limam, MA Salahuddin… - IEEE …, 2018 - ieeexplore.ieee.org
Over the last decade, a significant amount of effort has been invested on architecting agile
and adaptive management solutions in support of autonomic, self-managing networks …

A survey of networking applications applying the software defined networking concept based on machine learning

Y Zhao, Y Li, X Zhang, G Geng, W Zhang, Y Sun - IEEE access, 2019 - ieeexplore.ieee.org
The main task of future networks is to build, as much as possible, intelligent networking
architectures for intellectualization, activation, and customization. Software-defined …

Network resource allocation system for QoE-aware delivery of media services in 5G networks

A Martin, J Egaña, J Flórez, J Montalban… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
The explosion in the variety and volume of video services makes bandwidth and latency
performance of networks more critical to the user experience. The media industry's …

On energy efficient resource allocation in shared RANs: Survey and qualitative analysis

F Marzouk, JP Barraca… - … Communications Surveys & …, 2020 - ieeexplore.ieee.org
An expansion of services and unprecedented traffic growth is anticipated in future networks,
aligned with the adoption of the long-awaited Fifth Generation (5G) of mobile …

Deployment of IoT applications on 5G edge

P Kiss, A Reale, CJ Ferrari… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
The key for the future Internet of Things (IoT) is the shift from a static architecture to a
dynamically evolving, self-organizing one. Devices of extremely varying capabilities need to …

DASMO: A scalable approach to network slices management and orchestration

S Kukliński, L Tomaszewski - NOMS 2018-2018 IEEE/IFIP …, 2018 - ieeexplore.ieee.org
This paper deals with the problem of scalability of network slicing management and
orchestration. It includes a description of the DASMO (Distributed Autonomous Slice …

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 …

Artificial intelligence as a service (AI-aaS) on software-defined infrastructure

S Parsaeefard, I Tabrizian… - 2019 IEEE conference …, 2019 - ieeexplore.ieee.org
This paper investigates a paradigm for offering artificial intelligence as a service (AI-aaS) on
software-defined infrastructures (SDIs). The increasing complexity of networking and …