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Emanuele Petriglia

PhD Student

DISCo (Department of Informatics, Systems and Communication)
University of Milano-Bicocca
Viale Sarca 336, Building U14, 20126 Milan, Italy
Room T09, tel: +390264487843
e-mail: e.petriglia@campus.unimib.it

Emanuele Petriglia is a PhD student in Computer Science at the University of Milano-Bicocca (Milan, Italy). He received his BSc in Computer Science from the Sapienza University of Rome (Rome, Italy) in 2021 with a grade of 110/110 cum laude. Then he received the MSc in Computer Science from the University of Milano-Bicocca in 2024 with a grade of 110/110 cum laude. His Master’s thesis project deals with the use of multi-agent reinforcement learning for workload distribution in FaaS edge computing systems. From 2023, he is working as an adjunct professor for the Distributed Systems course of the BSc Computer Science degree at the University of Milano-Bicocca, and from 2024 also as a laboratory tutor for the same course. His research interests are in the area of edge computing combined with reinforcement learning.

Publications

2025 Multi-Agent Reinforcement Learning for Workload Distribution in FaaS-Edge Computing Systems Petriglia, E., Filippini, F., Ciavotta, M., Savi, M. (2025). Multi-Agent Reinforcement Learning for Workload Distribution in FaaS-Edge Computing Systems. In 2025 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) (pp.1128-1131). IEEE [10.1109/IPDPSW66978.2025.00176].2024 Comparing Actor-Critic and Neuroevolution Approaches for Traffic Offloading in FaaS-powered Edge Systems Petriglia, E., Filippini, F., Pracucci, G., Savi, M., Ciavotta, M. (2024). Comparing Actor-Critic and Neuroevolution Approaches for Traffic Offloading in FaaS-powered Edge Systems. In SEATED '24: Proceedings of the 1st Workshop on Serverless at the Edge (pp.17-24). ACM [10.1145/3660319.3660331].2024 Analysis and Evaluation of Load Management Strategies in a Decentralized FaaS Environment: A Simulation-Based Framework Filippini, F., Calmi, N., Cavenaghi, L., Petriglia, E., Savi, M., Ciavotta, M. (2024). Analysis and Evaluation of Load Management Strategies in a Decentralized FaaS Environment: A Simulation-Based Framework. In SEATED 2024 - Proceedings of the 2024 Workshop on Serverless at the Edge, Part of: HPDC 2024 - 33rd International Symposium on High-Performance Parallel and Distributed Computing (pp.1-8). ACM [10.1145/3660319.3660329].