A Collaborative and Distributed Learning-Based Solution to Autonomously Plan Computer Networks. - Doriana Monaco; Alessio Sacco; Enrico Alberti; Guido Marchetto; Flavio Esposito (ICIN, 2023)

Latency-aware Scheduling in the Cloud-Edge Continuum. - Cristopher Chiaro; Doriana Monaco; Alessio Sacco; Claudio Casetti; Guido Marchetto (NOMS, 2024)

Inferring Visibility of Internet Traffic Matrices Using eXplainable AI. - Cristian Zilli; Alessio Sacco; Doriana Monaco; Okwudilichukwu Okafor; Flavio Esposito; Guido Marchetto (NOMS, 2024)

Delay-Aware Routing in Software-Defined Networks via Network Tomography and Reinforcement Learning. - Xu Tao; Doriana Monaco; Alessio Sacco; Simone Silvestri; Guido Marchetto (IEEE Trans. Netw. Sci. Eng., 2024)

PathSafe: Secure Path Verification in Software-Defined Networks. - Doriana Monaco; Nikola Antonijevic; Sayon Duttagupta; Dave Singelée; Alessio Sacco; Eduard Marin; Bart Preneel (NOMS, 2025)

Scheduling Latency-Sensitive Tasks in the Cloud Continuum with Hierarchical Reinforcement Learning. - Doriana Monaco; Alessio Sacco; Claudio Casetti; Guido Marchetto (NOMS, 2025)

Real-time latency prediction for cloud gaming applications. - Doriana Monaco; Alessio Sacco; Daniele Spina; Francesco Strada; Andrea Bottino; Tania Cerquitelli; Guido Marchetto (Comput. Networks, 2025)

Dealing With Challenged IoT Networks in Hierarchical Federated Learning. - Alessio Sacco; Doriana Monaco; Guido Marchetto; Paolo Montuschi (IEEE Internet Things J., 2025)