2 papers
cs.DC2026
A Low-Latency Semantic State Estimator using Latent Predictive Learning for Dynamic Network Monitoring and Orchestration
Hari Madhukumar, Haiyuan Li, Xiaolan Liu +2
Closed-loop network monitoring and orchestration increasingly require semantic interpretations of live telemetry beyond raw counter collection. However, dynamic cloud-edge environm…
cs.NI2026
Role-Based Agentic AI for Intent-Driven Network and Service Orchestration
Juan Parra-Ullauri, Talha Ahmed Khan, Daniel McHugh +4
Telecommunication networks are increasingly complex due to heterogeneous technologies, diverse service requirements, and growing demands for resource efficiency and business agilit…