3 papers
cs.NI2026
AI-Native Orchestration in the 6G Continuum: Evolving Operator Platforms with Agentic AI
Claudia Carballo González, Hatim Chergui, Sergio Giménez-Antón +5
As Sixth-Generation (6G) networks evolve towards a seamless Cloud-Edge-Internet of Things (IoT) continuum, autonomous orchestration across distributed compute and network domains b…
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…