Network slicing based learning techniques for iov in 5g and beyond networks

W Hamdi, C Ksouri, H Bulut… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
The effects of transport development on people's lives are diverse, ranging from economy to
tourism, health care, etc. Great progress has been made in this area, which has led to the …

A novel QoS framework for network slicing in 5G and beyond networks based on SDN and NFV

Z Shu, T Taleb - IEEE Network, 2020 - ieeexplore.ieee.org
Along with the development of 5G, NS plays an important role in the application of mobile
networks to meet all kinds of personalized requirements. In terms of NS concept, network …

Autonomous and Sustainable Service economies: Data-Driven optimization of Design and Operations through Discovery of Multi-perspective parameters

N Alahmari, R Mehmood, A Alzahrani, T Yigitcanlar… - Sustainability, 2023 - mdpi.com
The rise in the service economy has been fueled by breakthroughs in technology,
globalization, and evolving consumer patterns. However, this sector faces various …

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 …

Resource allocation modeling for fine-granular network slicing in beyond 5G systems

Z Shu, T Taleb, J Song - IEICE Transactions on Communications, 2022 - search.ieice.org
Through the concept of network slicing, a single physical network infrastructure can be split
into multiple logically-independent Network Slices (NS), each of which is customized for the …

Enabling multi-segment 5G service provisioning and maintenance through network slicing

R Montero, F Agraz, A Pagès, S Spadaro - Journal of Network and Systems …, 2020 - Springer
The current deployment of 5G networks in a way to support the highly demanding service
types defined for 5G, has brought the need for using new techniques to accommodate …

Measuring QoE of a teleconsultation app in mental health using a pentagram model

I de la Torre Díez, SG Alonso, EM Cruz… - Journal of medical …, 2019 - Springer
The QoE measurement has become a novel theme today. To achieve a quality service and
minimize the negative impact that traffic on network can cause, it's very important to manage …

Feature selection based machine learning models for 5G network slicing approximation

R Dangi, P Lalwani - Computer Networks, 2023 - Elsevier
The development of 5G networks is expected to introduce novel concepts and challenges in
domains such as technology, security, and customer demands due to advancements in …

ML-based inter-slice load balancing control for proactive offloading of virtual services

FSD Silva, SN Silva, LMD Da Silva, A Bessa, S Ferino… - Computer Networks, 2024 - Elsevier
In the new 5G networking digital era, Network Slicing is pivotal in delivering new visionary
applications (eg, holographic calls, tactical Internet, immersive video, and expanded reality) …

Enabling service provisioning and quality maintenance in sliceable optical networks

S Spadaro, A Pagès, JB Caro… - Metro and Data Center …, 2021 - spiedigitallibrary.org
Future 5G and beyond services rely on the network slicing concept, in which underlying
network elements are split and/or aggregated to compose a synthetic network infrastructure …