[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 …

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 …

DeepSlice: A deep learning approach towards an efficient and reliable network slicing in 5G networks

A Thantharate, R Paropkari, V Walunj… - 2019 IEEE 10th …, 2019 - ieeexplore.ieee.org
Existing cellular communications and the upcoming 5G mobile network requires meeting
high-reliability standards, very low latency, higher capacity, more security, and high-speed …

Design of a 5G network slice extension with MEC UAVs managed with reinforcement learning

G Faraci, C Grasso, G Schembra - IEEE Journal on Selected …, 2020 - ieeexplore.ieee.org
Network slices for delay-constrained applications in 5G systems require computing facilities
at the edge of the network to guarantee ultra-low latency in processing data flows generated …

Highly accurate and reliable wireless network slicing in 5th generation networks: a hybrid deep learning approach

S Khan, S Khan, Y Ali, M Khalid, Z Ullah… - Journal of Network and …, 2022 - Springer
In current era, the next generation networks like 5th generation (5G) and 6th generation (6G)
networks requires high security, low latency with a high reliable standards and capacity. In …

Efficient and reliable hybrid deep learning-enabled model for congestion control in 5G/6G networks

S Khan, A Hussain, S Nazir, F Khan, A Oad… - Computer …, 2022 - Elsevier
Future generation networks such as millimeter-wave LAN, broadband wireless access
systems, and 5th or 6th generation (5G/6G) networks demand more security, low latency …

Latency-aware dynamic resource allocation scheme for multi-tier 5G network: A network slicing-multitenancy scenario

SO Oladejo, OE Falowo - IEEE Access, 2020 - ieeexplore.ieee.org
In 5G slice networks, the multi-tenant, multi-tier heterogeneous network will be critical in
meeting the quality of service (QoS) requirement of the different slice use cases and in …

Survey on health care applications in 5G networks

E Liu, E Effiok, J Hitchcock - IET Communications, 2020 - Wiley Online Library
In 2019, 5G was introduced and it is being gradually deployed all over the world. 5G
introduces new concepts, such as network slicing to better support various applications with …

5G infrastructure network slicing: E2E mean delay model and effectiveness assessment to reduce downtimes in industry 4.0

L Chinchilla-Romero, J Prados-Garzon, P Ameigeiras… - Sensors, 2021 - mdpi.com
Fifth Generation (5G) is expected to meet stringent performance network requisites of the
Industry 4.0. Moreover, its built-in network slicing capabilities allow for the support of the …

Multi-slice privacy-aware traffic forecasting at RAN level: A scalable federated-learning approach

HP Phyu, R Stanica, D Naboulsi - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Next-generation mobile networks are expected to meet the requirements of a wide range of
new vertical services. Hence, the network slicing concept has been introduced, in which …