Private 5G networks: Concepts, architectures, and research landscape

M Wen, Q Li, KJ Kim, D López-Pérez… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
A private fifth generation (5G) network is a dedicated 5G network with enhanced
communication characteristics, unified connectivity, optimized services, and customized …

Machine and deep learning for resource allocation in multi-access edge computing: A survey

H Djigal, J Xu, L Liu, Y Zhang - IEEE Communications Surveys …, 2022 - ieeexplore.ieee.org
With the rapid development of Internet-of-Things (IoT) devices and mobile communication
technologies, Multi-access Edge Computing (MEC) has emerged as a promising paradigm …

Deep learning for B5G open radio access network: Evolution, survey, case studies, and challenges

B Brik, K Boutiba, A Ksentini - IEEE Open Journal of the …, 2022 - ieeexplore.ieee.org
Open Radio Access Network (O-RAN) alliance was recently launched to devise a new RAN
architecture featuring open, software-driven, virtual, and intelligent radio access architecture …

[HTML][HTML] A survey on vehicular task offloading: Classification, issues, and challenges

M Ahmed, S Raza, MA Mirza, A Aziz, MA Khan… - Journal of King Saud …, 2022 - Elsevier
Emerging vehicular applications with strict latency and reliability requirements pose high
computing requirements, and current vehicles' computational resources are not adequate to …

A survey on open radio access networks: Challenges, research directions, and open source approaches

W Azariah, FA Bimo, CW Lin, RG Cheng, N Nikaein… - Sensors, 2024 - mdpi.com
The open radio access network (RAN) aims to bring openness and intelligence to the
traditional closed and proprietary RAN technology and offer flexibility, performance …

Open ran—radio access network evolution, benefits and market trends

D Wypiór, M Klinkowski, I Michalski - Applied Sciences, 2022 - mdpi.com
Open RAN (radio access network) movement is perceived as a game changer, having
robust potential to introduce shifts in mobile radio access networks towards tailor-made …

Supporting intelligence in disaggregated open radio access networks: Architectural principles, AI/ML workflow, and use cases

A Giannopoulos, S Spantideas, N Kapsalis… - IEEE …, 2022 - ieeexplore.ieee.org
Driven by the emerging trend for transparent, open and programmable communications,
Open Radio Access Network (O-RAN) constitutes the dominant architectural approach for …

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 …

[HTML][HTML] Technology trends and challenges in SDN and service assurance for end-to-end network slicing

K Park, S Sung, H Kim, J Jung - Computer Networks, 2023 - Elsevier
Network slicing is a core technology to enable new services and solutions in 5G and
upcoming 6G communications https://www. overleaf. com/project …

Contemporary advances in multi-access edge computing: A survey of fundamentals, architecture, technologies, deployment cases, security, challenges, and directions

M Mahbub, RM Shubair - Journal of Network and Computer Applications, 2023 - Elsevier
With advancements of cloud technologies Multi-Access Edge Computing (MEC) emerged as
a remarkable edge-cloud technology to provide computing facilities to resource-restrained …