Optimal 5G network slicing using machine learning and deep learning concepts
MH Abidi, H Alkhalefah, K Moiduddin, M Alazab… - Computer Standards & …, 2021 - Elsevier
Network slicing is predetermined to hold up the diversity of emerging applications with
enhanced performance and flexibility requirements in the way of splitting the physical …
enhanced performance and flexibility requirements in the way of splitting the physical …
Satellite edge computing architecture and network slice scheduling for IoT support
For 5G and 6G communications, satellites are drawing great attention for global coverage
extension and 3-D mobility enhancement. With advancements of satellite hardware …
extension and 3-D mobility enhancement. With advancements of satellite hardware …
A survey on slice admission control strategies and optimization schemes in 5G network
The Fifth Generation (5G) communication network is envisioned to provide heterogeneous
services tailored to specific user demands. These services are diverse and can be generally …
services tailored to specific user demands. These services are diverse and can be generally …
Joint multi-objective optimization for radio access network slicing using multi-agent deep reinforcement learning
Radio access network (RAN) slices can provide various customized services for next-
generation wireless networks. Thus, multiple performance metrics of different types of RAN …
generation wireless networks. Thus, multiple performance metrics of different types of RAN …
Slicing Resource Allocation for eMBB and URLLC in 5G RAN
This paper investigates the network slicing in the virtualized wireless network. We consider a
downlink orthogonal frequency division multiple access system in which physical resources …
downlink orthogonal frequency division multiple access system in which physical resources …
Priority-based downlink wireless resource provisioning for radio access network slicing
AR Hossain, N Ansari - IEEE Transactions on Vehicular …, 2021 - ieeexplore.ieee.org
This paper examines network slicing within the radio access network which employs an
orthogonal frequency division multiple access system for downlink communications. Its radio …
orthogonal frequency division multiple access system for downlink communications. Its radio …
When network slicing meets prospect theory: A service provider revenue maximization framework
R Fantacci, B Picano - IEEE Transactions on Vehicular …, 2020 - ieeexplore.ieee.org
Recently, the network slicing technology has emerged enabling network operators to
provide dedicated virtual networks to customers, over a common network infrastructure. This …
provide dedicated virtual networks to customers, over a common network infrastructure. This …
Two-Tier Resource Allocation for Multitenant Network Slicing: A Federated Deep Reinforcement Learning Approach
R Ou, G Sun, D Ayepah-Mensah… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
Fifth-generation (5G) wireless networks enable gigabit-per-second data speeds, minimal
latency, and reliable Internet of Things (IoT) connectivity. Thus, network slicing (NS) has …
latency, and reliable Internet of Things (IoT) connectivity. Thus, network slicing (NS) has …
Stackelberg game-based dynamic resource trading for network slicing in 5G networks
Network slicing (NS) has been envisioned as the main technology in 5G to accommodate
different virtualized operators with versatile service requirements, on a common substrate …
different virtualized operators with versatile service requirements, on a common substrate …
Competitive pricing for resource trading in sliced mobile networks: A multi-agent reinforcement learning approach
G Sun, GO Boateng, L Luo, H Chen… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
The emergence of network slicing as a flagship technology in 5G networks has not only
enhanced network expansion and flexibility in resource management for service continuity …
enhanced network expansion and flexibility in resource management for service continuity …