14 citations · 14 across the 5 of their papers we have counts for
4 papers · 1 filter
Asynchronous MultiAgent Reinforcement Learning for 5G Routing under Side Constraints
Sebastian Racedo, Brigitte Jaumard, Oscar Delgado +1
Networks in the current 5G and beyond systems increasingly carry heterogeneous traffic with diverse quality-of-service constraints, making real-time routing decisions both complex…
QoS-Aware Dynamic CU Selection in O-RAN with Graph-Based Reinforcement Learning
Sebastian Racedo, Brigitte Jaumard, Oscar Delgado +1
Open Radio Access Network (O RAN) disaggregates conventional RAN into interoperable components, enabling flexible resource allocation, energy savings, and agile architectural desig…
ML KPI Prediction in 5G and B5G Networks
Nguyen Phuc Tran, Oscar Delgado, Brigitte Jaumard +1
Network operators are facing new challenges when meeting the needs of their customers. The challenges arise due to the rise of new services, such as HD video streaming, IoT, autono…
Proactive Service Assurance in 5G and B5G Networks: A Closed-Loop Algorithm for End-to-End Network Slicing
Nguyen Phuc Tran, Oscar Delgado, Brigitte Jaumard
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…