Gabriele Proietti Mattia

23 papers A 2B 2C 4Journal 8Unranked 6

Year	Rank	Type	Title / 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