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ORCIDGabriele Proietti Mattia
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2020 – today
- 2024
[j8]Luca Giovannesi
, Gabriele Proietti Mattia, Roberto Beraldi:
OptDNN: Automatic deep neural networks optimizer for edge computing. Softw. Impacts 20: 100641 (2024)- [j7]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): 1551-1565 (2024) - [c12]Luca Giovannesi, Gabriele Proietti Mattia, Roberto Beraldi:
Targeted and Automatic Deep Neural Networks Optimization for Edge Computing. AINA (5) 2024: 57-68 - 2023
- [b1]Gabriele Proietti Mattia:
Cooperative scheduling and load balancing techniques in fog and edge computing. Sapienza University of Rome, Italy, 2023 - [j6]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): 2223 (2023) - [j5]Gabriele Proietti Mattia, Roberto Beraldi:
P2PFaaS: A framework for FaaS peer-to-peer scheduling and load balancing in Fog and Edge computing. SoftwareX 21: 101290 (2023) - [j4]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): 3129-3140 (2023) - [c11]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: 197-210 - [c10]Roberto Beraldi, Gabriele Proietti Mattia:
A Load Balancing Algorithm For Long-Life Green Edge Systems. CloudCom 2023: 42-51 - [c9]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: 1-7 - 2022
- [j3]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: 108935 (2022) - [j2]Roberto Beraldi, Gabriele Proietti Mattia:
Power of Random Choices Made Efficient for Fog Computing. IEEE Trans. Cloud Comput. 10(2): 1130-1141 (2022) - [c8]Gabriele Proietti Mattia, Marco Magnani, Roberto Beraldi:
A Latency-levelling Load Balancing Algorithm for Fog and Edge Computing. MSWiM 2022: 5-14 - [c7]Gabriele Proietti Mattia, Roberto Beraldi:
On real-time scheduling in Fog computing: A Reinforcement Learning algorithm with application to smart cities. PerCom Workshops 2022: 187-193 - 2021
- [c6]Gabriele Proietti Mattia, Roberto Beraldi:
A study on real-time image processing applications with edge computing support for mobile devices. DS-RT 2021: 1-7 - [c5]Gabriele Proietti Mattia, Roberto Beraldi:
Towards Testbed as-a-Service: design and implementation of an unattended SoC cluster. ICCCN 2021: 1-8 - [c4]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: 1-9 - 2020
- [j1]Roberto Beraldi, Claudia Canali, Riccardo Lancellotti, Gabriele Proietti Mattia:
Distributed load balancing for heterogeneous fog computing infrastructures in smart cities. Pervasive Mob. Comput. 67: 101221 (2020) - [c3]Roberto Beraldi, Claudia Canali, Riccardo Lancellotti, Gabriele Proietti Mattia:
A Random Walk based Load Balancing Algorithm for Fog Computing. FMEC 2020: 46-53 - [c2]Roberto Beraldi, Claudia Canali, Riccardo Lancellotti, Gabriele Proietti Mattia:
Randomized Load Balancing under Loosely Correlated State Information in Fog Computing. MSWiM 2020: 123-127
2010 – 2019
- 2019
- [c1]Roberto Beraldi, Gabriele Proietti Mattia:
A Randomized Low Latency Resource Sharing Algorithm for Fog Computing. DS-RT 2019: 1-8
Coauthor Index
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