Roberto Beraldi

Pubblicazioni

Titolo Pubblicato in Anno
Online Decentralized Scheduling in Fog Computing for Smart Cities Based On Reinforcement Learning IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING 2024
OptDNN: Automatic deep neural networks optimizer for edge computing SOFTWARE IMPACTS 2024
Targeted and Automatic Deep Neural Networks Optimization for Edge Computing Advanced Information Networking and Applications. AINA 2024. 2024
Lightweight and Energy-Aware Monocular Depth Estimation Models for IoT Embedded Devices: Challenges and Performances in Terrestrial and Underwater Scenarios SENSORS 2023
A Load Balancing Algorithm for Equalising Latency across Fog or Edge Computing Nodes IEEE TRANSACTIONS ON SERVICES COMPUTING 2023
Lifespan and energy-oriented load balancing algorithms across sets of nodes in Green Edge Computing 2023 IEEE Cloud Summit 2023
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
A Double-Decision Reinforcement Learning Based Algorithm for Online Scheduling in Edge and Fog Computing Algorithmic Aspects of Cloud Computing 2023
A Load Balancing Algorithm For Long-Life Green Edge Systems 2023 IEEE International Conference on Cloud Computing Technology and Science (CloudCom) 2023
On the impact of stale information on distributed online load balancing protocols for edge computing COMPUTER NETWORKS 2022
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
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
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
P2PFaaS: A framework for FaaS peer-to-peer scheduling and load balancing in Fog and Edge computing SOFTWAREX 2022
On off-grid green solar panel supplied edge computing 2022 IEEE 19th International Conference on Mobile Ad Hoc and Smart Systems (MASS) 2022
Smartphone-based colorimetric sensor application for measuring biochemical material concentration SENSING AND BIO-SENSING RESEARCH 2021
Towards Testbed as-a-Service: design and implementation of an unattended SoC cluster 2021 International Conference on Computer Communications and Networks (ICCCN) 2021
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
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
On fair cooperation among competing fog providers 2021 IEEE International Conference on Joint Cloud Computing (JCC) 2021

Progetti di Ricerca

Gruppi di ricerca

Computer Networks and Pervasive Systems
Cybersecurity

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