The evolution of mobile network operations: A comprehensive analysis of open RAN adoption
LMP Larsen, HL Christiansen, S Ruepp, MS Berger - Computer Networks, 2024 - Elsevier
Abstract As Mobile Network Operators (MNOs) seek to revolutionise their infrastructures and
meet the growing demands of a data-centric world, the adoption of open RAN (Radio Access …
meet the growing demands of a data-centric world, the adoption of open RAN (Radio Access …
ScalO-RAN: Energy-aware Network Intelligence Scaling in Open RAN
Network virtualization, software-defined infrastructure, and orchestration are pivotal
elements in contemporary networks, yielding new vectors for optimization and novel …
elements in contemporary networks, yielding new vectors for optimization and novel …
[HTML][HTML] Transfer learning-accelerated network slice management for next generation services
The current trend in user services places an ever-growing demand for higher data rates,
near-real-time latencies, and near-perfect quality of service. To meet such demands …
near-real-time latencies, and near-perfect quality of service. To meet such demands …
Adaptive VNF Placement Considering Overall Latency and 5G Wireless Channel Reliability in Industry 4.0: A Reinforcement Learning Based Approach
Industry 4.0 incorporates the integration of cloud computing, Industrial Internet of Things
(IIoT), and modern communication technologies within the industrial automation systems …
(IIoT), and modern communication technologies within the industrial automation systems …
Energy-Efficient Deployment and Resource Allocation for O-RAN-Enabled UAV-Assisted Communication
Open Radio Access Network (O-RAN) has brought a significant transformation in the field of
communication networks. Its openness propels communication networks towards a more …
communication networks. Its openness propels communication networks towards a more …
Predictive resource allocation and VNF deployment using ensemble learning
Network function virtualization allows the implementation of network services on readily
available commercial off-the-shelf servers. A primary obstacle is efficiently, autonomously …
available commercial off-the-shelf servers. A primary obstacle is efficiently, autonomously …
Proactive Service Assurance in 5G and B5G Networks: A Closed-Loop Algorithm for End-to-End Network Slicing
The customization of services in Fifth-generation (5G) and Beyond 5G (B5G) networks relies
heavily on network slicing, which creates multiple virtual networks on a shared physical …
heavily on network slicing, which creates multiple virtual networks on a shared physical …
Towards an AI/ML-driven SMO Framework in O-RAN: Scenarios, Solutions, and Challenges
The emergence of the open radio access network (O-RAN) architecture offers a paradigm
shift in cellular network management and service orchestration, leveraging data-driven …
shift in cellular network management and service orchestration, leveraging data-driven …
Data-driven Approach for Optimising Resource Allocation of O-RAN Networks
Radio Access Network (RAN) deployments are evolving quickly owing to the innovative
approaches of the Open Radio Access Network (O-RAN) Alliance. Specifically, they are …
approaches of the Open Radio Access Network (O-RAN) Alliance. Specifically, they are …
Processing Modular Application Functions in Future Medical 6G Radio Access Networks
The currently researched 6G communication standard promises to enable new applications
with the native integration of new technologies and concepts. Especially the medical area …
with the native integration of new technologies and concepts. Especially the medical area …