Publications

I am the author of 6 journal articles and 10 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

2023

• A
  L. Papa, G. Proietti Mattia, P. Russo, I. Amerini, R. Beraldi (2023). Lightweight and Energy-Aware Monocular Depth Estimation Models for IoT Embedded Devices: Challenges and Performances in Terrestrial and Underwater Scenarios. Sensors.
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  G. Proietti Mattia, R. Beraldi (2023). P2PFaaS: A framework for FaaS peer-to-peer scheduling and load balancing in Fog and Edge computing. SoftwareX.

2022

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  G. Proietti Mattia, M. Magnani, R. Beraldi (2022). A latency-levelling load balancing algorithm for Fog and Edge Computing. 25th ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM’22).
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  R. Beraldi, G. Proietti Mattia (2022). On off-grid green solar panel supplied edge computing. 2022 IEEE 19th International Conference on Mobile Ad Hoc and Smart Systems (MASS) (IEEE MASS 2022).
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  G. Maiorano, G. Proietti Mattia, R. Beraldi (2022). Local and remote fog based trade-offs for QOE in VR applications by using CloudXR and Oculus air link. International Conference on Edge Computing and Applications (ICECAA 2022).
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  G. Proietti Mattia, R. Beraldi (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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  R. Beraldi, C. Canali, R. Lancellotti, G. Proietti Mattia (2022). On the impact of stale information on distributed online load balancing protocols for edge computing. Computer Networks.

2021

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  G. Proietti Mattia, R. Beraldi (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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  G. Proietti Mattia, R. Beraldi (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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  T. Alawsi, G. Proietti Mattia, Z. Al-Bawi, R. Beraldi (2021). Smartphone-based colorimetric sensor application for measuring biochemical material concentration. Sensing and Bio-Sensing Research.
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  G. Proietti Mattia, R. Beraldi (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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  R. Beraldi, G. Proietti Mattia (2020). Power of random choices made efficient for fog computing. IEEE Transactions on Cloud Computing.
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  R. Beraldi, C. Canali, R. Lancellotti, G. Proietti Mattia (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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  R. Beraldi, C. Canali, R. Lancellotti, G. Proietti Mattia (2020). Distributed load balancing for heterogeneous fog computing infrastructures in smart cities. Pervasive and Mobile Computing.
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  R. Beraldi, C. Canali, R. Lancellotti, G. Proietti Mattia (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

• P
  R. Beraldi, G. Proietti Mattia (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., Magnani, M., & Beraldi, R. (2022, October). A latency-levelling load balancing algorithm for Fog and Edge Computing. 25th ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM’22). https://doi.org/10.1145/3551659.3559048
• [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