Gabriele Proietti Mattia

23 papers A 2B 2C 4Journal 8Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
Dynamic and Forecast-Based Containers Autoscaling for Kubernetes with Reinforcement Learning.
IPDPS (Workshops)
Alfredo Lipari, Gabriele Proietti Mattia, Roberto Beraldi
2024 J jnl
Online Decentralized Scheduling in Fog Computing for Smart Cities Based on Reinforcement Learning.
IEEE Trans. Cogn. Commun. Netw.
Gabriele Proietti Mattia, Roberto Beraldi
2024 J jnl
OptDNN: Automatic deep neural networks optimizer for edge computing.
Softw. Impacts
Luca Giovannesi, Gabriele Proietti Mattia, Roberto Beraldi
2024 C conf
Real-time and Energy-aware Scheduling for Edge-to-Cloud Continuum based on Reinforcement Learning.
DS-RT
Andrea Panceri, Gabriele Proietti Mattia, Roberto Beraldi
2024 — conf
Targeted and Automatic Deep Neural Networks Optimization for Edge Computing.
AINA (5)
Luca Giovannesi, Gabriele Proietti Mattia, Roberto Beraldi
2023 — conf
A Double-Decision Reinforcement Learning Based Algorithm for Online Scheduling in Edge and Fog Computing.
ALGOCLOUD
Ahmed Fayez Moustafa Tayel, Gabriele Proietti Mattia, Roberto Beraldi
2023 C conf
A Load Balancing Algorithm For Long-Life Green Edge Systems.
CloudCom
Roberto Beraldi, Gabriele Proietti Mattia
2023 J jnl
A Load Balancing Algorithm for Equalising Latency Across Fog or Edge Computing Nodes.
IEEE Trans. Serv. Comput.
Gabriele Proietti Mattia, Antonio Pietrabissa, Roberto Beraldi
2023 — conf
A Study on Energy Efficiency in Edge-assisted VR Applications with Meta Quest 2 for Disaster Management.
ICT-DM
Lorenzo Romagnoli, Gabriele Proietti Mattia, Roberto Beraldi
2023 — —
Cooperative scheduling and load balancing techniques in fog and edge computing.
Gabriele Proietti Mattia
2023 J jnl
Lightweight and Energy-Aware Monocular Depth Estimation Models for IoT Embedded Devices: Challenges and Performances in Terrestrial and Underwater Scenarios.
Sensors
Lorenzo Papa, Gabriele Proietti Mattia, Paolo Russo, Irene Amerini, Roberto Beraldi
2023 J jnl
P2PFaaS: A framework for FaaS peer-to-peer scheduling and load balancing in Fog and Edge computing.
SoftwareX
Gabriele Proietti Mattia, Roberto Beraldi
2022 A conf
A Latency-levelling Load Balancing Algorithm for Fog and Edge Computing.
MSWiM
Gabriele Proietti Mattia, Marco Magnani, Roberto Beraldi
2022 — conf
On real-time scheduling in Fog computing: A Reinforcement Learning algorithm with application to smart cities.
PerCom Workshops
Gabriele Proietti Mattia, Roberto Beraldi
2022 J jnl
On the impact of stale information on distributed online load balancing protocols for edge computing.
Comput. Networks
Roberto Beraldi, Claudia Canali, Riccardo Lancellotti, Gabriele Proietti Mattia
2022 J jnl
Power of Random Choices Made Efficient for Fog Computing.
IEEE Trans. Cloud Comput.
Roberto Beraldi, Gabriele Proietti Mattia
2021 C conf
A study on real-time image processing applications with edge computing support for mobile devices.
DS-RT
Gabriele Proietti Mattia, Roberto Beraldi
2021 B conf
Leveraging Reinforcement Learning for online scheduling of real-time tasks in the Edge/Fog-to-Cloud computing continuum.
NCA
Gabriele Proietti Mattia, Roberto Beraldi
2021 B conf
Towards Testbed as-a-Service: design and implementation of an unattended SoC cluster.
ICCCN
Gabriele Proietti Mattia, Roberto Beraldi
2020 — conf
A Random Walk based Load Balancing Algorithm for Fog Computing.
FMEC
Roberto Beraldi, Claudia Canali, Riccardo Lancellotti, Gabriele Proietti Mattia
2020 J jnl
Distributed load balancing for heterogeneous fog computing infrastructures in smart cities.
Pervasive Mob. Comput.
Roberto Beraldi, Claudia Canali, Riccardo Lancellotti, Gabriele Proietti Mattia
2020 A conf
Randomized Load Balancing under Loosely Correlated State Information in Fog Computing.
MSWiM
Roberto Beraldi, Claudia Canali, Riccardo Lancellotti, Gabriele Proietti Mattia
2019 C conf
A Randomized Low Latency Resource Sharing Algorithm for Fog Computing.
DS-RT
Roberto Beraldi, Gabriele Proietti Mattia