Pubblicazioni di Proietti Mattia Gabriele
2024
Mattia Gabriele Proietti, Beraldi Roberto
Online Decentralized Scheduling in Fog Computing for Smart Cities Based On Reinforcement Learning. IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING 2024: -
Giovannesi Luca, Mattia Gabriele Proietti, Beraldi Roberto
OptDNN: Automatic deep neural networks optimizer for edge computing. SOFTWARE IMPACTS 2024: -
Giovannesi Luca, Proietti Mattia Gabriele, Beraldi Roberto
Targeted and Automatic Deep Neural Networks Optimization for Edge Computing. Advanced Information Networking and Applications. AINA 2024. 2024: 57-68
2023
Tayel Ahmed Fayez Moustafa, Proietti Mattia Gabriele, Beraldi Roberto
A Double-Decision Reinforcement Learning Based Algorithm for Online Scheduling in Edge and Fog Computing. Algorithmic Aspects of Cloud Computing 2023: -210
PROIETTI MATTIA Gabriele, Pietrabissa Antonio, Beraldi Roberto
A Load Balancing Algorithm for Equalising Latency across Fog or Edge Computing Nodes. IEEE TRANSACTIONS ON SERVICES COMPUTING 2023: 1-12
Beraldi Roberto, Mattia Gabriele Proietti
A Load Balancing Algorithm For Long-Life Green Edge Systems. 2023 IEEE International Conference on Cloud Computing Technology and Science (CloudCom) 2023: -
Romagnoli Lorenzo, PROIETTI MATTIA Gabriele, Beraldi Roberto
A Study on Energy Efficiency in Edge-assisted VR Applications with Meta Quest 2 for Disaster Management. 2023 International Conference on Information and Communication Technologies for Disaster Management (ICT-DM) 2023: 1-7
Proietti Mattia Gabriele, Beraldi Roberto
Lifespan and energy-oriented load balancing algorithms across sets of nodes in Green Edge Computing. 2023 IEEE Cloud Summit 2023: 41-48
Papa Lorenzo, PROIETTI MATTIA Gabriele, Russo Paolo, Amerini Irene, Beraldi Roberto
2022
Proietti Mattia Gabriele, Magnani Marco, Beraldi Roberto
A Latency-levelling Load Balancing Algorithm for Fog and Edge Computing. MSWiM '22: Proceedings of the International Conference on Modeling Analysis and Simulation of Wireless and Mobile Systems on International Conference on Modeling Analysis and Simulation of Wireless and Mobile Systems 2022: 5-14
Maiorano Gabriele, Mattia Gabriele Proietti, Beraldi Roberto
Local and Remote Fog based Trade-offs for QOE in VR Applications by using CloudXR and Oculus Air Link. 2022 International Conference on Edge Computing and Applications (ICECAA) 2022: 95-101
Beraldi Roberto, Mattia Gabriele Proietti
On off-grid green solar panel supplied edge computing. 2022 IEEE 19th International Conference on Mobile Ad Hoc and Smart Systems (MASS) 2022: 794-799
Mattia Gabriele Proietti, Beraldi Roberto
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) 2022: 187-193
Beraldi R., Canali C., Lancellotti R., Mattia G. P.
On the impact of stale information on distributed online load balancing protocols for edge computing. COMPUTER NETWORKS 2022: 108935-
Proietti Mattia Gabriele, Beraldi Roberto
Beraldi R., Proietti Mattia G.
Power of random choices made efficient for fog computing. IEEE TRANSACTIONS ON CLOUD COMPUTING 2022: 1130-1141
2021
Proietti Mattia Gabriele, Beraldi Roberto
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) 2021: 1-7
Proietti Mattia Gabriele, Beraldi Roberto
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) 2021: 1-9
Alawsi Taif, Proietti Mattia Gabriele, Al-Bawi Zainab, Beraldi Roberto
Smartphone-based colorimetric sensor application for measuring biochemical material concentration. SENSING AND BIO-SENSING RESEARCH 2021: -
Proietti Mattia Gabriele, Beraldi Roberto
Towards Testbed as-a-Service: design and implementation of an unattended SoC cluster. 2021 International Conference on Computer Communications and Networks (ICCCN) 2021: 1-8
2020
Beraldi R., Canali C., Lancellotti R., Mattia G. P.
A Random Walk based Load Balancing Algorithm for Fog Computing. 2020 5th International Conference on Fog and Mobile Edge Computing, FMEC 2020 2020: 46-53
Beraldi R., Canali C., Lancellotti R., Mattia G. P.
Distributed load balancing for heterogeneous fog computing infrastructures in smart cities. PERVASIVE AND MOBILE COMPUTING 2020: 101221-
Beraldi R., Canali C., Lancellotti R., Mattia G. P.
Randomized Load Balancing under Loosely Correlated State Information in Fog Computing. MSWiM 2020 - Proceedings of the 23rd International ACM Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems 2020: 123-127
2019
Beraldi R., Proietti Mattia G.
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) 2019: 1-8