[HTML][HTML] A survey of deep reinforcement learning application in 5G and beyond network slicing and virtualization

C Ssengonzi, OP Kogeda, TO Olwal - Array, 2022 - Elsevier
Abstract The 5th Generation (5G) and beyond networks are expected to offer huge
throughputs, connect large number of devices, support low latency and large numbers of …

QoS aware resource allocation for coexistence mechanisms between eMBB and URLLC: Issues, challenges, and future directions in 5G

R Kumar, D Sinwar, V Singh - Computer Communications, 2023 - Elsevier
Abstract 5G NR enables three types of use case scenarios viz. enhance mobile broadband
(eMBB), ultra-reliable low latency communication (URLLC), and massive machine type …

Applications of machine learning in resource management for RAN-slicing in 5G and beyond networks: A survey

Y Azimi, S Yousefi, H Kalbkhani, T Kunz - IEEE Access, 2022 - ieeexplore.ieee.org
One of the key foundations of 5th Generation (5G) and beyond 5G (B5G) networks is
network slicing, in which the network is partitioned into several separated logical networks …

Autonomy and intelligence in the computing continuum: Challenges, enablers, and future directions for orchestration

H Kokkonen, L Lovén, NH Motlagh, A Kumar… - arXiv preprint arXiv …, 2022 - arxiv.org
Future AI applications require performance, reliability and privacy that the existing, cloud-
dependant system architectures cannot provide. In this article, we study orchestration in the …

Penerapan Teknologi Mesin Pembelajaran Dalam Sistem Manufaktur: Kajian Bibliometrik

S Supriandi, HN Muthmainah - Jurnal Multidisiplin …, 2023 - wnj.westscience-press.com
Studi bibliometrik ini menyajikan analisis komprehensif tentang penerapan teknologi
pembelajaran mesin dalam sistem manufaktur. Dengan memanfaatkan teknik bibliometrik …

An experimental 5g testbed for secure network slicing evaluation

HA Kholidy, A Karam, JH Reed… - 2022 IEEE Future …, 2022 - ieeexplore.ieee.org
Network slicing is a key feature of 5G that enables network operators to physically segregate
traffic on different radio networks, slice a single network, or combine the capacity of multiple …

[HTML][HTML] Network slicing on 5G vehicular cloud computing systems

E Skondras, A Michalas, DJ Vergados, ET Michailidis… - Electronics, 2021 - mdpi.com
Fifth generation Vehicular Cloud Computing (5G-VCC) systems support various services
with strict Quality of Service (QoS) constraints. Network access technologies such as Long …

AI-driven Service-aware Real-time Slicing for beyond 5G Networks

T Tsourdinis, I Chatzistefanidis… - IEEE INFOCOM 2022 …, 2022 - ieeexplore.ieee.org
Wide network softwarization is creating fertile ground for the application of novel concepts in
the management of the deployed network functions. This allows a drastic shift for the …

Approximate Q-learning-based (AQL) network slicing in mobile edge-cloud for delay-sensitive services

M Khani, S Jamali, MK Sohrabi - The Journal of Supercomputing, 2024 - Springer
Abstract Mobile Edge Computing is an innovative network architecture in the 5G era that
aims to provide low-latency services to end users. By utilizing network slicing technology …

ZSM-based E2E Security Slice Management for DDoS Attack Protection in MEC-enabled V2X Environments

R Asensio-Garriga, P Alemany… - IEEE Open Journal …, 2024 - ieeexplore.ieee.org
Research on vehicle-to-everything (V2X) is attracting significant attention nowadays, driven
by the recent advances in beyond-5G (B5G) networks and the multi-access edge computing …