Data-Driven Estimation of Throughput Performance in Sliced Radio Access Networks via Supervised Learning
In 5G systems, Network Slicing (NS) feature allows to deploy several logical networks
customized for specific verticals over a common physical infrastructure. To make the most of …
customized for specific verticals over a common physical infrastructure. To make the most of …
Leveraging machine learning for industrial wireless communications
Two main trends characterize today's communication landscape and are finding their way
into industrial facilities: the rollout of 5G with its distinct support for vertical industries and the …
into industrial facilities: the rollout of 5G with its distinct support for vertical industries and the …
5G network slice-a URLLC resource allocation perspective
CAP Rodrigues, D Vieira… - 2021 11th IFIP …, 2021 - ieeexplore.ieee.org
The fifth generation wireless network, known as 5G, is the first network that was considered
to meet some requirements to help IoT become a reality. 5G is also envisioned as a network …
to meet some requirements to help IoT become a reality. 5G is also envisioned as a network …
Applications of artificial intelligence, machine learning and related techniques for computer networking systems
KM Sivalingam - arXiv preprint arXiv:2105.15103, 2021 - arxiv.org
This article presents a primer/overview of applications of Artificial Intelligence and Machine
Learning (AI/ML) techniques to address problems in the domain of computer networking. In …
Learning (AI/ML) techniques to address problems in the domain of computer networking. In …
Optimizing network slicing in 6G networks through a hybrid deep learning strategy
The sixth generation (6G) networks demand high security, low latency, and highly
dependable standards and capacity. One of the essential components of 6G networks is …
dependable standards and capacity. One of the essential components of 6G networks is …
A review of network slicing in 5g and beyond: Intelligent approaches and challenges
G Rahmanian, HS Shahhoseini… - 2021 ITU Kaleidoscope …, 2021 - ieeexplore.ieee.org
Artificial intelligence has the ability to provide simple solutions to complex problems by
analyzing huge volumes of data in a short amount of time with appropriate accuracy. With …
analyzing huge volumes of data in a short amount of time with appropriate accuracy. With …
Overview of AI-based Algorithms for Network Slicing Resource Management in B5G and 6G
F Debbabi, J Rihab, L Chaari… - 2022 International …, 2022 - ieeexplore.ieee.org
We are now in the early stage of the Fifth Generation (5G) commercialization, and its
improved capabilities and unique features will revolutionize the present wireless network …
improved capabilities and unique features will revolutionize the present wireless network …
[HTML][HTML] Multi-Domain Network Slicing in Satellite–Terrestrial Integrated Networks: A Multi-Sided Ascending-Price Auction Approach
W Jiang, Y Zhan, X Xiao - Aerospace, 2023 - mdpi.com
With the growing demand for massive access and data transmission requests, terrestrial
communication systems are inefficient in providing satisfactory services. Compared with …
communication systems are inefficient in providing satisfactory services. Compared with …
Joint Demand Forecasting and Network Slice Pricing for Profit Maximization in Network Slicing
As a key technology of next-generation networks, network slicing enables networks to
flexibly and efficiently fulfill the heterogeneous requirements of various services. In the slice …
flexibly and efficiently fulfill the heterogeneous requirements of various services. In the slice …
An LSTM-based network slicing classification future predictive framework for optimized resource allocation in C-V2X
With the advent of 5G communication networks, many novel areas of research have
emerged and the spectrum of communicating objects has been diversified. Network …
emerged and the spectrum of communicating objects has been diversified. Network …