FlexSlice: Flexible and real-time programmable RAN slicing framework

CC Chen, CY Chang, N Nikaein - GLOBECOM 2023-2023 …, 2023 - ieeexplore.ieee.org
Radio Access Network (RAN) slicing aims to roll out various services in the same network
deployment while ensuring performance guarantee and resource isolation, it is identified as …

Service provisioning framework for RAN slicing: User admissibility, slice association and bandwidth allocation

Y Sun, S Qin, G Feng, L Zhang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Network slicing (NS) has been identified as one of the most promising architectural
technologies for future mobile network systems to meet the extremely diversified service …

SlicedRAN: Service-aware network slicing framework for 5G radio access networks

B Ojaghi, F Adelantado, A Antonopoulos… - IEEE Systems …, 2021 - ieeexplore.ieee.org
5G mobile networks are envisioned to substantiate new vertical services with diverse
performance requirements. Slicing in the radio access network (RAN) promises an efficient …

Research on wireless resource management and scheduling for 5G network slice

Y Li, Y Wang, Y Jin, X Cheng, L Xu… - … and Mobile Computing …, 2021 - ieeexplore.ieee.org
Network slicing is a key technology in 5G. Generally, 5G networks employ slicing technology
to provide the isolated and customizable network services for different scenarios (eg …

Two-tier resource allocation in dynamic network slicing paradigm with deep reinforcement learning

G Yang, Q Liu, X Zhou, Y Qian… - 2019 IEEE Global …, 2019 - ieeexplore.ieee.org
Network slicing is treated as a key technology of the rapidly developing 5G system.
Nevertheless, the environment of the users is extremely complex, leading to a great …

Dynamic resource sharing scheme across network slicing for multi-tenant C-RANs

Z Jian, W Muqing, M Ruiqiang… - 2018 IEEE/CIC …, 2018 - ieeexplore.ieee.org
The upcoming 5G system is believed to meet the various service demands and explosive
data growth, and cloud radio access network (C-RAN) was proposed as a promising 5G …

SliceOps: Explainable MLOps for Streamlined Automation-Native 6G Networks

F Rezazadeh, H Chergui, L Alonso… - IEEE Wireless …, 2024 - ieeexplore.ieee.org
Sixth-generation (6G) network slicing is the backbone of future communications systems. It
inaugurates the era of extreme ultra-reliable and low-latency communication (xURLLC), and …

The LSTM-based advantage actor-critic learning for resource management in network slicing with user mobility

R Li, C Wang, Z Zhao, R Guo… - IEEE Communications …, 2020 - ieeexplore.ieee.org
Network slicing aims to efficiently provision diversified services with distinct requirements
over the same physical infrastructure. Therein, in order to efficiently allocate resources …

User access control and bandwidth allocation for slice-based 5G-and-beyond radio access networks

Y Sun, G Feng, L Zhang, M Yan, S Qin… - ICC 2019-2019 IEEE …, 2019 - ieeexplore.ieee.org
In this paper, we investigate the resource management for radio access network slicing from
user access control and wireless bandwidth allocation perspectives. First, to guarantee …

Blockchain-enabled federated learning-based resource allocation and trading for network slicing in 5G

D Ayepah-Mensah, G Sun, GO Boateng… - IEEE/ACM …, 2023 - ieeexplore.ieee.org
Radio Access Network (RAN) slicing enables resource sharing among multiple tenants and
is an essential feature for next-generation mobile networks. Usually, a centralized controller …