Survey on joint paradigm of 5G and SDN emerging mobile technologies: Architecture, security, challenges and research directions
Modern communication systems are probable to surface new challenges while introducing
innovative fronts concerning context consciousness in wireless networks. The main outcome …
innovative fronts concerning context consciousness in wireless networks. The main outcome …
DRL-based energy-efficient baseband function deployments for service-oriented open RAN
Open Radio Access Network (Open RAN) has gained tremendous attention from industry
and academia with decentralized baseband functions across multiple processing units …
and academia with decentralized baseband functions across multiple processing units …
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 …
[HTML][HTML] Impact of power consumption in containerized clouds: A comprehensive analysis of open-source power measurement tools
Recently, container-based solutions have become de facto compute units of modern cloud-
native applications. However, the exponential growth in data traffic and the power …
native applications. However, the exponential growth in data traffic and the power …
A Survey on AI-driven Energy Optimisation in Terrestrial Next Generation Radio Access Networks
This survey uncovers the tension between AI techniques designed for energy saving in
mobile networks and the energy demands those same techniques create. We compare …
mobile networks and the energy demands those same techniques create. We compare …
Resource-efficient and QoS guaranteed 5G RAN slice migration in elastic metro aggregation networks using heuristic-assisted deep reinforcement learning
J Gu, M Zhu, Y Wang, X Cai, Y Cai, J Zhang… - Journal of Optical …, 2023 - opg.optica.org
To cope with the growing and diversifying 5G services, RAN slicing, an effective resource
allocation mechanism, has been proposed. Each RAN slice serves varied service …
allocation mechanism, has been proposed. Each RAN slice serves varied service …
[HTML][HTML] NetGAP: A graph grammar approach for concept design of networked platforms with extra-functional requirements
RS de Moraes, S Nadjm-Tehrani - Engineering Applications of Artificial …, 2024 - Elsevier
During the concept design of complex networked systems, concept developers have to
ensure that the choice of hardware modules and the topology of the target platform will …
ensure that the choice of hardware modules and the topology of the target platform will …
Slice aware baseband function splitting and placement in disaggregated 5G Radio Access Network
N Sen - Computer Networks, 2025 - Elsevier
Efficient utilization of network resources is becoming increasingly challenging for mobile
network operators (MNOs) due to the widespread adoption of 5G and Beyond 5G (B5G) …
network operators (MNOs) due to the widespread adoption of 5G and Beyond 5G (B5G) …
Heuristic-assisted deep reinforcement learning for resource-efficient and QOS-guaranteed 5G RAN slice migration in elastic metro aggregation optical networks
J Gu, M Zhu, Y Wang, X Cai, Y Cai… - 2023 Optical Fiber …, 2023 - ieeexplore.ieee.org
Heuristic-assisted Deep Reinforcement Learning for Resource-efficient and QoS-guaranteed
5G RAN Slice Migration in Elastic Metro Page 1 Heuristic-assisted Deep Reinforcement …
5G RAN Slice Migration in Elastic Metro Page 1 Heuristic-assisted Deep Reinforcement …
Cost dynamics of converged optical-wireless networks: enabling low-latency xRANs through a reconfigurable hybrid split
Future 6G and beyond wireless networks are anticipated to be highly versatile,
accommodating a wide range of services, from ultra-low-latency applications like …
accommodating a wide range of services, from ultra-low-latency applications like …