3 papers
cs.NI2025
Online SLA Decomposition: Enabling Real-Time Adaptation to Evolving Network Systems
Cyril Shih-Huan Hsu, Danny De Vleeschauwer, Chrysa Papagianni +1
When a network slice spans multiple technology domains, it is crucial for each domain to uphold the End-to-End (E2E) Service Level Agreement (SLA) associated with the slice. Conseq…
cs.NI2024
Designing, Developing, and Validating Network Intelligence for Scaling in Service-Based Architectures based on Deep Reinforcement Learning
Paola Soto, Miguel Camelo, Danny De Vleeschauwer +7
Automating network processes without human intervention is crucial for the complex Sixth Generation (6G) environment. Thus, 6G networks must advance beyond basic automation, relyin…
cs.NI2024
Designing the Network Intelligence Stratum for 6G Networks
Paola Soto, Miguel Camelo, Gines Garcia-Aviles +15
As network complexity escalates, there is an increasing need for more sophisticated methods to manage and operate these networks, focusing on enhancing efficiency, reliability, and…