Publications

I am the author of 4 journal articles and 7 conference proceedings. You can also see my publications on Google Scholar (T37kKxsAAAAJ), Scopus (57214231538), ORCID (0000-0003-4551-7567), dblp, Web of Science (AAU-4920-2020), Semantic Scholar (1486437474) and ResearchGate.

= Conference Proceeding = Journal Article

2022

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  Proietti Mattia, Gabriele and Beraldi, Roberto (2022). On real-time scheduling in Fog computing: A Reinforcement Learning algorithm with application to smart cities. 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops).
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  Beraldi, Roberto and Canali, Claudia and Lancellotti, Riccardo and Proietti Mattia, Gabriele (2022). On the impact of stale information on distributed online load balancing protocols for edge computing. Computer Networks.

2021

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  Proietti Mattia, Gabriele and Beraldi, Roberto (2021). Leveraging Reinforcement Learning for online scheduling of real-time tasks in the Edge/Fog-to-Cloud computing continuum. 2021 IEEE 20th International Symposium on Network Computing and Applications (NCA).
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  Proietti Mattia, Gabriele and Beraldi, Roberto (2021). A study on real-time image processing applications with edge computing support for mobile devices. 2021 IEEE/ACM 25th International Symposium on Distributed Simulation and Real Time Applications (DS-RT).
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  Alawsi, Taif and Proietti Mattia, Gabriele and Al-Bawi, Zainab and Beraldi, Roberto (2021). Smartphone-based colorimetric sensor application for measuring biochemical material concentration. Sensing and Bio-Sensing Research.
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  Proietti Mattia, Gabriele and Beraldi, Roberto (2021). Towards Testbed as-a-Service: design and implementation of an unattended SoC cluster. 2021 International Conference on Computer Communications and Networks (ICCCN).

2020

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  Beraldi, R. and Proietti Mattia, G. (2020). Power of random choices made efficient for fog computing. IEEE Transactions on Cloud Computing.
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  Beraldi, R. and Canali, C. and Lancellotti, R. and Proietti Mattia, G. (2020). A Random Walk based Load Balancing Algorithm for Fog Computing. 2020 Fifth International Conference on Fog and Mobile Edge Computing (FMEC).
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  Beraldi, Roberto and Canali, Claudia and Lancellotti, Riccardo and Proietti Mattia, Gabriele (2020). Distributed load balancing for heterogeneous fog computing infrastructures in smart cities. Pervasive and Mobile Computing.
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  Beraldi, Roberto and Canali, Claudia and Lancellotti, Riccardo and Proietti Mattia, Gabriele (2020). Randomized load balancing under loosely correlated state information in fog computing. 23rd ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM’20).

2019

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  Beraldi, Roberto and Proietti Mattia, Gabriele (2019). A randomized low latency resource sharing algorithm for Fog Computing. 2019 IEEE/ACM 23rd International Symposium on Distributed Simulation and Real Time Applications (DS-RT) (DS-RT’19).

Presentations

What follows are the presentations that I prepared for some of the conference proceedings listed above.

• [PDF] Proietti Mattia, G., & Beraldi, R. (2022). On real-time scheduling in Fog computing: A Reinforcement Learning algorithm with application to smart cities. 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and Other Affiliated Events (PerCom Workshops), 187–193. https://doi.org/10.1109/PerComWorkshops53856.2022.9767498
• [PDF] Proietti Mattia, G., & Beraldi, R. (2021). Leveraging Reinforcement Learning for online scheduling of real-time tasks in the Edge/Fog-to-Cloud computing continuum. 2021 IEEE 20th International Symposium on Network Computing and Applications (NCA), 1–9. https://doi.org/10.1109/NCA53618.2021.9685413
• [PDF] Proietti Mattia, G., & Beraldi, R. (2021). A study on real-time image processing applications with edge computing support for mobile devices. 2021 IEEE/ACM 25th International Symposium on Distributed Simulation and Real Time Applications (DS-RT), 1–7. https://doi.org/10.1109/DS-RT52167.2021.9576139
• [PDF] Proietti Mattia, G., & Beraldi, R. (2021). Towards Testbed as-a-Service: design and implementation of an unattended SoC cluster. 2021 International Conference on Computer Communications and Networks (ICCCN), 1–8. https://doi.org/10.1109/ICCCN52240.2021.9522323
• [PDF] Beraldi, R., Canali, C., Lancellotti, R., & Proietti Mattia, G. (2020). A Random Walk based Load Balancing Algorithm for Fog Computing. 2020 Fifth International Conference on Fog and Mobile Edge Computing (FMEC), 46–53. https://doi.org/10.1109/FMEC49853.2020.9144962