Ph.D. candidate in Ingegneria Informatica E Dei Sistemi , 39th cycle (2023-2026)
Department of Control and Computer Engineering (DAUIN)
Adjunct lecturer/Adjunct instructor
Department of Control and Computer Engineering (DAUIN)
Profile
PhD
Research topic
Autonomous management of resilient edge infrastructures via centralized and distributed learning
Tutors
Research presentation
Keywords
Biography
puter Engineering from Politecnico di Torino, in
2022, where she is currently pursuing a Ph.D de-
gree. Her research interests cover computer networks
monitoring and management; distributed learning
applications for Software-Defined Networks (SDN);
cloud-computing solutions.
Teaching
Teachings
Master of Science
- Computer network technologies and services. A.A. 2026/27, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Tecnologie e servizi di rete. A.A. 2026/27, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Internet Architecture and Technologies. A.A. 2025/26, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Computer network technologies and services. A.A. 2025/26, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Tecnologie e servizi di rete. A.A. 2025/26, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Internet Architecture and Technologies. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Computer network technologies and services. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Tecnologie e servizi di rete. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
Research
Research Areas/Fields/Groups
Publications
Latest publications View all publications in Porto@Iris
- Monaco, Doriana; Marchetto, Guido; Sacco, Alessio (In stampa)
SCARF: Secure and Collaborative Reinforcement Learning-based Routing. In: IEEE Conference on Network Function Virtualization and Software-Defined Networking (NFV-SDN), Tokyo, Japan, 2 - 4 November 2026
Contributo in Atti di Convegno (Proceeding) - Solana, Álvaro; Monaco, Doriana; Sacco, Alessio; Marchetto, Guido (2026)
On-Net: On-Policy Multi-Agent Reinforcement Learning for Adaptive Access Network Selection. In: IEEE/IFIP Network Operations and Management Symposium, Roma (Italia), 18-22 Maggio 2026, pp. 1-6. ISBN: 979-8-3315-9268-4
Contributo in Atti di Convegno (Proceeding) - Monaco, Doriana; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido (2026)
Adaptive SDN Autoscaling via Generalizable Multi-Agent Reinforcement Learning with EAGLE. In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 23, pp. 6507-6522. ISSN 1932-4537
Contributo su Rivista - Monaco, Doriana; Sacco, Alessio; Marchetto, Guido (2026)
CROWN: Cross-attention reinforcement learning for O-RAN wireless networks. In: COMPUTER NETWORKS, vol. 282. ISSN 1389-1286
Contributo su Rivista - Monaco, Doriana; Antonijevi´c, Nikola; Duttagupta, Sayon; Singel´ee, Dave; Sacco, ... (2025)
PathSafe: Secure Path Verification in Software-Defined Networks. In: NOMS 2025-2025 IEEE Network Operations and Management Symposium, Honolulu (USA), 12–16 May 2025. ISBN: 979-8-3315-3163-8
Contributo in Atti di Convegno (Proceeding)