Turin is where I was born in 1993. In 2018, I graduated (cum laude) from Politecnico di Torino with a Master's Degree (cum laude) in Computer Engineering. Then, I got the Ph.D. (cum laude) in Computer Engineering in 2022 at the same university. I have always loved computers and networks, and study how they work.

My research path is made up of a mix of exploring new technologies, coding, writing, and reading, not necessarily in this order. I spend my time working on networking and issues concerning industrial systems, with a special interest in real-time applications. I like addressing computer networks problems using algorithms from the Machine Learning ecosystem.

I have always loved art, with movies and music above all. I am fascinated by new challenges, in any field, no matter what.

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Alessio Sacco, Flavio Esposito and Guido Marchetto. ‘‘Completing and Predicting Internet Traffic Matrices Using Adversarial Autoencoders and Hidden Markov Models'' in IEEE Transactions on Network and Service Management (TNSM), vol.20, no.3, pp. 2244-2258, April 2023. Bibtex

Ons Aouedi, Alessio Sacco, Kandaraj Piamrat and Guido Marchetto. “Handling Privacy-Sensitive Medical Data With Federated Learning: Challenges and Future Directions” in IEEE Journal of Biomedical and Health Informatics (J-BHI), vol. 27, no. 2, pp. 790-803, June 2022. Bibtex

Alessio Sacco, Flavio Esposito and Guido Marchetto. “Restoring Application Traffic of Latency-Sensitive Networked Systems using Adversarial Autoencoders” in IEEE Transactions on Network and Service Management (TNSM), vol. 19, no. 3, pp. 2521-2535, July 2022. Bibtex

Alessio Sacco, Flavio Esposito, Guido Marchetto and Paolo Montuschi.‘‘A Self-Learning Strategy for Task Offloading in UAV Networks" in IEEE Transactions on Vehicular Technology (TVT), vol. 71, no. 4, pp. 4301-4311, April 2022. Bibtex

Alessio Sacco, Matteo Flocco, Flavio Esposito and Guido Marchetto. ‘‘Owl: Congestion Control with Partially Invisible Networks via Reinforcement Learning" in Proc. of The IEEE International Conference on Computer Communications (INFOCOM '21), 10-13 May 2021, Online Event. Bibtex

Alessio Sacco, Flavio Esposito and Guido Marchetto. ‘‘Resource Inference for Sustainable and Responsive Task Offloading in Challenged Edge Networks''' in IEEE Transactions on Green Communications and Networking (TGCN), vol. 5, no. 3, pp. 1114-1127, September 2021. Bibtex

Alessio Sacco, Flavio Esposito, Guido Marchetto and Paolo Montuschi.‘‘Sustainable Task Offloading in UAV Networks via Multi-Agent Reinforcement Learning" in IEEE Transactions on Vehicular Technology (TVT), vol. 7, no. 5, pp. 5003-5015, April 2021. Bibtex

Alessio Sacco, Matteo Flocco, Flavio Esposito and Guido Marchetto.‘‘Supporting Sustainable Virtual Network Mutations with Mystique" in IEEE Transactions on Network and Service Management (TNSM), vol.18, no.3, pp. 2714-2727, February 2021. Bibtex

Alessio Sacco, Flavio Esposito, Guido Marchetto, Grant Kolar, and Kate Schwetye.‘‘On Edge Computing for Remote Pathology Consultations and Computations" in IEEE Journal of Biomedical and Health Informatics (J-BHI), 24 (9), 2523-2534, July 2020. Bibtex

Alessio Sacco, Matteo Flocco, Flavio Esposito and Guido Marchetto.‘‘An Architecture for Adaptive Task Planning in Support of IoT-based Machine Learning Applications for Disaster Scenarios" in Computer Communication, 160, 769-778, July 2020. Bibtex

Alessio Sacco, Flavio Esposito and Guido Marchetto.‘‘RoPE: An Architecture for Adaptive Data-Driven Routing Prediction at the Edge" in IEEE Transactions on Network and Service Management (TNSM), vol. 17, no. 2, pp. 986-999, June 2020. Bibtex