Recent advances in machine learning for network automation in the o-ran
The evolution of network technologies has witnessed a paradigm shift toward open and
intelligent networks, with the Open Radio Access Network (O-RAN) architecture emerging as …
intelligent networks, with the Open Radio Access Network (O-RAN) architecture emerging as …
O-RAN based non-terrestrial networks: Trends and challenges
R Campana, C Amatetti… - 2023 Joint European …, 2023 - ieeexplore.ieee.org
While 5G networks are already being deployed for commercial applications, Academia and
industry are focusing their effort on the development and standardization of the next …
industry are focusing their effort on the development and standardization of the next …
Energy-aware dynamic vnf splitting in o-ran using deep reinforcement learning
This letter proposes an innovative energy-efficient Radio Access Network (RAN)
disaggregation and virtualization method for Open RAN (O-RAN) that effectively addresses …
disaggregation and virtualization method for Open RAN (O-RAN) that effectively addresses …
Deep reinforcement learning for robust vnf reconfigurations in o-ran
Open Radio Access Networks (O-RANs) have revolutionized the telecom ecosystem by
bringing intelligence into disaggregated RAN and implementing functionalities as Virtual …
bringing intelligence into disaggregated RAN and implementing functionalities as Virtual …
Energy efficiency of open radio access network: A survey
The Open Radio Access Network (O-RAN) architecture has been identified as a promising
technology for enhanced network deployment, innovation, improved competition, and …
technology for enhanced network deployment, innovation, improved competition, and …
Poisoning bearer context migration in O-RAN 5G network
Open Radio Access Network (O-RAN) improves the flexibility and programmability of the 5G
network by applying the Software-Defined Network (SDN) principles. O-RAN defines a near …
network by applying the Software-Defined Network (SDN) principles. O-RAN defines a near …
Edge-AI Empowered Dynamic VNF Splitting in O-RAN Slicing: A Federated DRL Approach
This letter highlights the combined advantages of Open Radio Access Network (O-RAN) and
distributed Artificial Intelligence (AI) in network slicing. O-RAN's virtualization and …
distributed Artificial Intelligence (AI) in network slicing. O-RAN's virtualization and …
Optimizing the energy efficiency using quantum based load balancing in open radio access networks
The open radio access network (ORAN) aims to improve network efficiency by reducing
latency through the distributed unit (DU) and virtualization in the central unit (CU). However …
latency through the distributed unit (DU) and virtualization in the central unit (CU). However …
A Survey for Intrusion Detection Systems in Open RAN
EN Amachaghi, M Shojafar, CH Foh… - IEEE Access, 2024 - ieeexplore.ieee.org
Open Radio Access Network (RAN) introduces a groundbreaking industry standard for
Radio Access Networks, fostering vendor interoperability and network flexibility through …
Radio Access Networks, fostering vendor interoperability and network flexibility through …
HW/SW Development of Cloud-RAN in 3D Networks: Computational and Energy Resources for Splitting Options
The continuous increase in demanding for availability and ultra-reliability of low-latency and
broadband wireless connections is instigating further research in the standardization of next …
broadband wireless connections is instigating further research in the standardization of next …