An overview of interslice and intraslice resource allocation in B5G telecommunication networks

F Debbabi, R Jmal, LC Fourati… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
We are now in the first phase of the Fifth Generation (5G) network, and its full potential is still
a long way to reach. Network operators and manufacturers are preparing to release new 5G …

RAN resource slicing in 5G using multi-agent correlated Q-learning

H Zhou, M Elsayed… - 2021 IEEE 32nd Annual …, 2021 - ieeexplore.ieee.org
5G is regarded as a revolutionary mobile network, which is expected to satisfy a vast number
of novel services, ranging from remote health care to smart cities. However, heterogeneous …

A Combined Service-Based Architecture-Virtualized/Open RAN Approach for Increased Service Performance in HetNets

R Cabrera, J Montalban, E Iradier… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Researchers have sought solutions to interconnect different radio access technologies,
enabling them to coexist in the current and future heterogeneous network environments to …

Multi-service network slicing 5G NR orchestration via tailored HARQ scheme design and hierarchical resource scheduling

M Maule, JS Vardakas… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
In the radio access network domain, novel applications' requirements and network dynamics
claim scalable processing capabilities, decentralized architecture, and on-demand resource …

A novel 5G-NR resources partitioning framework through real-time user-provider traffic demand analysis

M Maule, JS Vardakas, C Verikoukis - IEEE Systems Journal, 2021 - ieeexplore.ieee.org
Network slicing (NS) is a key enabler of the 5G and beyond network architectures, allowing
multiple dedicated logical networks with selected functionality to be executed on top of a …

Multi-service single tenant 5G fronthaul resource orchestration framework based on network slicing

M Maule, JS Vardakas, G Kormentzas… - … 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
With the evolution of 5G networks towards fully software, Network Slicing (NS) has emerged
as a new paradigm to create a set of customised logical network instances on top of the …

A Reinforcement Q-Learning-based Resource Sharing Mechanism for V2X slicing Networks

AN SAIDI¹, M Lehsaini - Proceedings of the International …, 2024 - books.google.com
Network slicing has emerged as a transformative technology, offering the possibility of
coexisting with multiple services with differ-ent Quality of Service (QoS) requirements within …

ML-Based Optimization of Large-Scale Systems: Case Study in Smart Microgrids and 5G RAN

H Zhou - 2023 - ruor.uottawa.ca
The recent advances in machine learning (ML) have brought revolutionary changes to every
field. Many novel applications, such as face recognition and natural language processing …