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Orchestrating Services with QoS Assurance at the Edge of Virtualized 5G Networks
This work investigates the computational footprint of containerized 5G components deployed on a virtualized infrastructure, and leverages this profiling to propose an intelligent orchestration mechanism to maximize both the capacity offered to mobile network users and resource availability to application level services...
Edgent: Towards an Agentic AI Framework for eBPF-Based Service Deployment and Orchestration at the Edge
The evolution towards 6G edge-cloud ecosystems demands autonomous, intent-based network management to handle unprecedented infrastructure complexity. While Large Language Models offer promising capabilities for translating high-level user intents into network configurations, current monolithic approaches suffer from co...