RAILS: Risk-Aware Iterated Local Search for Joint SLA Decomposition and Service Provider Management in Multi-Domain Networks

Authors: Hsu, Cyril Shih-Huan, Papagianni, Chrysa, Grosso, Paola

Subject Terms: Computer Science - Networking and Internet Architecture, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2502.06674

Online SLA Decomposition: Enabling Real-Time Adaptation to Evolving Systems

Authors: Hsu, Cyril Shih-Huan, De Vleeschauwer, Danny, Papagianni, Chrysa

Subject Terms: Computer Science - Networking and Internet Architecture, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2408.08968

SLA Decomposition for Network Slicing: A Deep Neural Network Approach

Authors: Hsu, Cyril Shih-Huan, De Vleeschauwer, Danny, Papagianni, Chrysa

Subject Terms: Computer Science - Networking and Internet Architecture

Access URL: http://arxiv.org/abs/2407.15288

V2N Service Scaling with Deep Reinforcement Learning

Authors: Hsu, Cyril Shih-Huan, Martin-Perez, Jorge, Papagianni, Chrysa, Grosso, Paola

Source: NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium Network Operations and Management Symposium, NOMS 2023-2023 IEEE/IFIP. :1-5 May, 2023

Relation: NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium

A Deep RL Approach on Task Placement and Scaling of Edge Resources for Cellular Vehicle-to-Network Service Provisioning

Authors: Hsu, Cyril Shih-Huan, Martín-Pérez, Jorge, De Vleeschauwer, Danny, Valcarenghi, Luca, Li, Xi, Papagianni, Chrysa

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Multiagent Systems, Computer Science - Networking and Internet Architecture

Access URL: http://arxiv.org/abs/2305.09832