Consortium blockchain-based spectrum trading for network slicing in 5G RAN: A multi-agent deep reinforcement learning approach

GO Boateng, G Sun, DA Mensah… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Network slicing (NS) is envisioned as an emerging paradigm for accommodating different
virtual networks on a common physical infrastructure. Considering the integration of …

Blockchain-enabled resource trading and deep reinforcement learning-based autonomous RAN slicing in 5G

GO Boateng, D Ayepah-Mensah… - … on Network and …, 2021 - ieeexplore.ieee.org
The advent of radio access network (RAN) slicing is envisioned as a new paradigm for
accommodating different virtualized networks on a single infrastructure in 5G and beyond …

Blockchain-based computing resource trading in autonomous multi-access edge network slicing: A dueling double deep Q-learning approach

T Kwantwi, G Sun, NAE Kuadey… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
We investigate the computing resource allocation in multi-access edge network slicing (NS)
in the context of revenue and multi-access edge computing (MEC) resource management …

BENS− B5G: blockchain-enabled network slicing in 5G and beyond-5G (B5G) networks

S Singh, CR Babu, K Ramana, IH Ra, B Yoon - Sensors, 2022 - mdpi.com
Fifth-generation (5G) technology is anticipated to allow a slew of novel applications across a
variety of industries. The wireless communication of the 5G and Beyond-5G (B5G) networks …

Reinforcement learning based resource allocation for network slicing in 5G C-RAN

X Wang, T Zhang - 2019 Computing, Communications and IoT …, 2019 - ieeexplore.ieee.org
In network slicing enabled 5G cloud radio access networks (C-RAN), we study the network
slice resource allocation to ensure the differentiated performance requirements of diversified …

Blockchain for dynamic spectrum access and network slicing: A review

ST Muntaha, PI Lazaridis, M Hafeez, QZ Ahmed… - IEEE …, 2023 - ieeexplore.ieee.org
Dynamic spectrum access (DSA) and network slicing are some of the principal concepts to
realize the emerging applications in Beyond 5th Generation (B5G) and 6th Generation (6G) …

Bankruptcy game based resource allocation algorithm for 5G Cloud-RAN slicing

Y Jia, H Tian, S Fan, P Zhao… - 2018 IEEE Wireless …, 2018 - ieeexplore.ieee.org
Recently, network slicing which addresses the deployment of multiple logical networks as
independent business operations on a common physical infrastructure has attracted more …

NSBchain: A secure blockchain framework for network slicing brokerage

L Zanzi, A Albanese, V Sciancalepore… - ICC 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
With the advent of revolutionary technologies, such as virtualization and softwarization, a
novel concept for 5G networks and beyond has been unveiled: Network Slicing. Initially …

Deep reinforcement learning for resource management in network slicing

R Li, Z Zhao, Q Sun, I Chih-Lin, C Yang, X Chen… - IEEE …, 2018 - ieeexplore.ieee.org
Network slicing is born as an emerging business to operators by allowing them to sell the
customized slices to various tenants at different prices. In order to provide better-performing …

Digital twin-empowered network slicing in B5G networks: Experience-driven approach

F Naeem, G Kaddoum, M Tariq - 2021 IEEE Globecom …, 2021 - ieeexplore.ieee.org
Network slicing is considered a promising networking pillar of efficient resource
management in beyond 5G (B5G) networks. However, the dynamic and complex …