Gabriele Proietti Mattia

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 20

Top Topics

Reinforcement Learning

Top Venues

Publications

Luca Giovannesi, Gabriele Proietti Mattia, Roberto Beraldi
Targeted and Automatic Deep Neural Networks Optimization for Edge Computing. AINA (5) (2024)
Luca Giovannesi, Gabriele Proietti Mattia, Roberto Beraldi
OptDNN: Automatic deep neural networks optimizer for edge computing. Softw. Impacts 20 (2024)
Gabriele Proietti Mattia, Roberto Beraldi
Online Decentralized Scheduling in Fog Computing for Smart Cities Based on Reinforcement Learning. IEEE Trans. Cogn. Commun. Netw. 10 (4) (2024)
Ahmed Fayez Moustafa Tayel, Gabriele Proietti Mattia, Roberto Beraldi
A Double-Decision Reinforcement Learning Based Algorithm for Online Scheduling in Edge and Fog Computing. ALGOCLOUD (2023)
Lorenzo Romagnoli, Gabriele Proietti Mattia, Roberto Beraldi
A Study on Energy Efficiency in Edge-assisted VR Applications with Meta Quest 2 for Disaster Management. ICT-DM (2023)
Gabriele Proietti Mattia, Roberto Beraldi
P2PFaaS: A framework for FaaS peer-to-peer scheduling and load balancing in Fog and Edge computing. SoftwareX 21 (2023)
Roberto Beraldi, Gabriele Proietti Mattia
A Load Balancing Algorithm For Long-Life Green Edge Systems. CloudCom (2023)
Lorenzo Papa, Gabriele Proietti Mattia, Paolo Russo, Irene Amerini, Roberto Beraldi
Lightweight and Energy-Aware Monocular Depth Estimation Models for IoT Embedded Devices: Challenges and Performances in Terrestrial and Underwater Scenarios. Sensors 23 (4) (2023)
Gabriele Proietti Mattia, Antonio Pietrabissa, Roberto Beraldi
A Load Balancing Algorithm for Equalising Latency Across Fog or Edge Computing Nodes. IEEE Trans. Serv. Comput. 16 (5) (2023)
Gabriele Proietti Mattia, Marco Magnani, Roberto Beraldi
A Latency-levelling Load Balancing Algorithm for Fog and Edge Computing. MSWiM (2022)
Roberto Beraldi, Claudia Canali, Riccardo Lancellotti, Gabriele Proietti Mattia
On the impact of stale information on distributed online load balancing protocols for edge computing. Comput. Networks 210 (2022)
Roberto Beraldi, Gabriele Proietti Mattia
Power of Random Choices Made Efficient for Fog Computing. IEEE Trans. Cloud Comput. 10 (2) (2022)
Gabriele Proietti Mattia, Roberto Beraldi
On real-time scheduling in Fog computing: A Reinforcement Learning algorithm with application to smart cities. PerCom Workshops (2022)
Gabriele Proietti Mattia, Roberto Beraldi
Towards Testbed as-a-Service: design and implementation of an unattended SoC cluster. ICCCN (2021)
Gabriele Proietti Mattia, Roberto Beraldi
A study on real-time image processing applications with edge computing support for mobile devices. DS-RT (2021)
Gabriele Proietti Mattia, Roberto Beraldi
Leveraging Reinforcement Learning for online scheduling of real-time tasks in the Edge/Fog-to-Cloud computing continuum. NCA (2021)
Roberto Beraldi, Claudia Canali, Riccardo Lancellotti, Gabriele Proietti Mattia
A Random Walk based Load Balancing Algorithm for Fog Computing. FMEC (2020)
Roberto Beraldi, Claudia Canali, Riccardo Lancellotti, Gabriele Proietti Mattia
Randomized Load Balancing under Loosely Correlated State Information in Fog Computing. MSWiM (2020)
Roberto Beraldi, Claudia Canali, Riccardo Lancellotti, Gabriele Proietti Mattia
Distributed load balancing for heterogeneous fog computing infrastructures in smart cities. Pervasive Mob. Comput. 67 (2020)
Roberto Beraldi, Gabriele Proietti Mattia
A Randomized Low Latency Resource Sharing Algorithm for Fog Computing. DS-RT (2019)