2 papers
cs.IT2025
XAI-Driven Client Selection for Federated Learning in Scalable 6G Network Slicing
Martino Chiarani, Swastika Roy, Christos Verikoukis +1
In recent years, network slicing has embraced artificial intelligence (AI) models to manage the growing complexity of communication networks. In such a situation, AI-driven zero-to…
cs.IT2024
Federated Machine Reasoning for Resource Provisioning in 6G O-RAN
Swastika Roy, Hatim Chergui, Adlen Ksentini +1
O-RAN specifications reshape RANs with function disaggregation and open interfaces, driven by RAN Intelligent Controllers. This enables data-driven management through AI/ML but pos…