A survey of intelligent network slicing management for industrial IoT: Integrated approaches for smart transportation, smart energy, and smart factory

Y Wu, HN Dai, H Wang, Z Xiong… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Network slicing has been widely agreed as a promising technique to accommodate diverse
services for the Industrial Internet of Things (IIoT). Smart transportation, smart energy, and …

Algorithmics and modeling aspects of network slicing in 5G and beyonds network: Survey

F Debbabi, R Jmal, LC Fourati, A Ksentini - IEEE Access, 2020 - ieeexplore.ieee.org
One of the key goals of future 5G networks is to incorporate many different services into a
single physical network, where each service has its logical network isolated from other …

Joint multi-objective optimization for radio access network slicing using multi-agent deep reinforcement learning

G Zhou, L Zhao, G Zheng, Z Xie… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Radio access network (RAN) slices can provide various customized services for next-
generation wireless networks. Thus, multiple performance metrics of different types of RAN …

Admission control and resource reservation for prioritized slice requests with guaranteed SLA under uncertainties

QT Luu, S Kerboeuf, M Kieffer - IEEE Transactions on Network …, 2022 - ieeexplore.ieee.org
Network slicing has emerged as a key concept in 5G systems, allowing Mobile Network
Operators (MNOs) to build isolated logical networks (slices) on top of shared infrastructure …

Psaccf: Prioritized online slice admission control considering fairness in 5g/b5g networks

M Dai, L Luo, J Ren, H Yu, G Sun - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
5G/B5G is intended to support various services with the assistance of network slices, and
each slice requires adequate resources to provide the prenegotiated service quality. The …

Model-based reinforcement learning with kernels for resource allocation in RAN slices

JJ Alcaraz, F Losilla, A Zanella… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Network slicing is a key feature of 5G and beyond networks, allowing the deployment of
separate logical networks (network slices), sharing a common underlying physical …

Admission control and virtual network embedding in 5g networks: A deep reinforcement-learning approach

S Troia, AFR Vanegas, LMM Zorello, G Maier - IEEE Access, 2022 - ieeexplore.ieee.org
Fifth-generation (5G) networks are already available in major urban areas and are expected
to bring a major transformation to citizens' lives. 5G services, such as enhanced mobile …

Admission control for 5G core network slicing based on deep reinforcement learning

WF Villota-Jacome, OMC Rendon… - IEEE Systems …, 2022 - ieeexplore.ieee.org
Network slicing is a promising technology for providing customized logical and virtualized
networks for the fifth-generation (5G) use-cases (enhanced mobile broadband, ultrareliable …

Maximize the Long-Term Average Revenue of Network Slice Provider via Admission Control Among Heterogeneous Slices

M Dai, G Sun, H Yu, D Niyato - IEEE/ACM Transactions on …, 2023 - ieeexplore.ieee.org
Network slicing endows 5G/B5G with differentiated and customized capabilities to cope with
the proliferation of diversified services, whereas limited physical network resources may not …

Impatient queuing for intelligent task offloading in multiaccess edge computing

B Han, V Sciancalepore, Y Xu, D Feng… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Multi-access edge computing (MEC) emerges as an essential part of the upcoming Fifth
Generation (5G) and future beyond-5G mobile communication systems. It adds …