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| Riga 20: |
Riga 20: |
| | | | |
| | {{Panel|icon=graduation-cap|title=Publications|body= | | {{Panel|icon=graduation-cap|title=Publications|body= |
| | + | ==2023== |
| | + | |
| | + | <paper authors="Gioacchino Manfredi, Saverio Mascolo, Luca De Cicco and Vito Andrea Racanelli" conference="Proc. of MedComNet 2023" place="Ponza, Italy" date="13-15 June 2023" pdf="medcomnet23.pdf"> |
| | + | LSTM-Based Viewport Prediction for Immersive Video Systems |
| | + | </paper> |
| | ==2022== | | ==2022== |
| | <paper authors="Gioacchino Manfredi, Luca De Cicco, Saverio Mascolo" conference="IEEE Transactions on Network and Service Management" date="doi:10.1109/TNSM.2022.3162750, vol. 19, no. 3, pp. 3487-3500, Sept. 2022" pdf="tnsm-2022.pdf">Optimal QoE-fair Resource Allocation in Multi-Path Video Delivery Networks | | <paper authors="Gioacchino Manfredi, Luca De Cicco, Saverio Mascolo" conference="IEEE Transactions on Network and Service Management" date="doi:10.1109/TNSM.2022.3162750, vol. 19, no. 3, pp. 3487-3500, Sept. 2022" pdf="tnsm-2022.pdf">Optimal QoE-fair Resource Allocation in Multi-Path Video Delivery Networks |
Revisione 10:18, 7 Mag 2025
| Gioacchino Manfredi
|
| Eng, PhD, Assistant Professor (RTD-A)
|
Contacts
- Dipartimento di Ingegneria Elettrica e dell'Informazione (DEI), Politecnico di Bari, Italy
- Email: gioacchino.manfredi@poliba.it
Short CV
Gioacchino Manfredi graduated cum laude in Control Engineering in October 2018 from the Sapienza University of Rome with a thesis entitled Preventive Controller Optimal Design for Critical Infrastructure Security. In March 2019, he was awarded the excellent graduate prize from the Sapienza University of Rome. He received the Ph.D. degree in electric and information engineering from the Polytechnic of Bari, Bari, Italy, in 2023. His research interests include adaptive video streaming, QoE and QoS management for video streaming services, 360° video streaming, consensus in multi-agent systems, and deep reinforcement learning techniques for nonlinear control.
Research interests
- Deep Reinforcement Learning
- QoE and QoS management for video streaming services
- Lyapunov Neural Networks
- Nonlinear Control
- Cyber-physiscal systems
Publications
2023
- Gioacchino Manfredi, Saverio Mascolo, Luca De Cicco and Vito Andrea Racanelli
LSTM-Based Viewport Prediction for Immersive Video Systems
Proc. of MedComNet 2023, Ponza, Italy, 13-15 June 2023 (PDF)
2022
- Gioacchino Manfredi, Luca De Cicco, Saverio Mascolo
Optimal QoE-fair Resource Allocation in Multi-Path Video Delivery Networks
IEEE Transactions on Network and Service Management, doi:10.1109/TNSM.2022.3162750, vol. 19, no. 3, pp. 3487-3500, Sept. 2022 (PDF)
- Gioacchino Manfredi, Luca De Cicco, Saverio Mascolo
On Asymptotic Stability of Nonlinear Systems with Deep Reinforcement Learning Controllers
30th Mediterranean Conference on Control and Automation, Athens, Greece, June 2022 (PDF)
2021
- Gioacchino Manfredi, Luca De Cicco, Saverio Mascolo
Synchronizing Live Video Streaming Players Via Consensus
European Control Conference, Virtual Conference, June 2021 (PDF)
