13 citations · 18 across the 17 of their papers we have counts for
4 papers · 1 filter
Objective-Aware Policy Orchestration for O-RAN Service Provisioning
Sebastian Racedo, Brigitte Jaumard, Meysam Masoudi +1
O-RAN enables the deployment of heterogeneous control and provisioning algorithms through open interfaces and programmable intelligent controllers. However, most existing intellige…
Holistic Energy Performance Management: Enablers, Capabilities, and Features
Meysam Masoudi, Milad Ganjalizadeh, Tahar Zanouda +1
Energy consumption is a significant concern for mobile network operators, and to enable further network energy improvements it is also an important target when developing the emerg…
Collective Grid: Privacy-Preserved Multi-Operator Energy Sharing Optimization via Federated Energy Prediction
Meysam Masoudi, Tahar Zanouda, Milad Ganjalizadeh +1
Electricity consumption in mobile networks is increasing with the continued 5G expansion, rising data traffic, and more complex infrastructures. However, energy management is often…
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…