Gabriele Proietti Mattia

About Gabriele Proietti Mattia

Gabriele Proietti Mattia, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at Sapienza Università di Roma, specializes in the field of Fog/Edge Computing, Load Balancing, Distributed Scheduling, Mobile Applications, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Targeted and Automatic Deep Neural Networks Optimization for Edge Computing

OptDNN: Automatic deep neural networks optimizer for edge computing

Online Decentralized Scheduling in Fog Computing for Smart Cities Based On Reinforcement Learning

Lightweight and energy-aware monocular depth estimation models for IoT embedded devices: challenges and performances in terrestrial and underwater scenarios

A Study on Energy Efficiency in Edge-assisted VR Applications with Meta Quest 2 for Disaster Management

P2PFaaS: A framework for FaaS peer-to-peer scheduling and load balancing in Fog and Edge computing

A Double-Decision Reinforcement Learning Based Algorithm for Online Scheduling in Edge and Fog Computing

Cooperative scheduling and load balancing techniques in fog and edge computing

Gabriele Proietti Mattia Information

University

Position

PhD Student @ Department of Computer Control and M. Engineering -

Citations(all)

185

Citations(since 2020)

182

Cited By

10

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

5

i10Index(since 2020)

5

Email

University Profile Page

Google Scholar

Gabriele Proietti Mattia Skills & Research Interests

Fog/Edge Computing

Load Balancing

Distributed Scheduling

Mobile Applications

Machine Learning

Top articles of Gabriele Proietti Mattia

Title

Journal

Author(s)

Publication Date

Targeted and Automatic Deep Neural Networks Optimization for Edge Computing

Luca Giovannesi

Gabriele Proietti Mattia

Roberto Beraldi

2024/4/9

OptDNN: Automatic deep neural networks optimizer for edge computing

Software Impacts

Luca Giovannesi

Gabriele Proietti Mattia

Roberto Beraldi

2024/4/5

Online Decentralized Scheduling in Fog Computing for Smart Cities Based On Reinforcement Learning

IEEE Transactions on Cognitive Communications and Networking

Gabriele Proietti Mattia

Roberto Beraldi

2024/3/18

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

2023/2/16

A Study on Energy Efficiency in Edge-assisted VR Applications with Meta Quest 2 for Disaster Management

Lorenzo Romagnoli

Gabriele Proietti Mattia

Roberto Beraldi

2023/9/13

P2PFaaS: A framework for FaaS peer-to-peer scheduling and load balancing in Fog and Edge computing

SoftwareX

Gabriele Proietti Mattia

Roberto Beraldi

2023/2/1

A Double-Decision Reinforcement Learning Based Algorithm for Online Scheduling in Edge and Fog Computing

Ahmed Fayez Moustafa Tayel

Gabriele Proietti Mattia

Roberto Beraldi

2023/9/5

Cooperative scheduling and load balancing techniques in fog and edge computing

Gabriele PROIETTI MATTIA

2023/1/24

A Custom 3D Printed Design of Smartphone-Based Adapter for Colorimetric Biomarker Concentration Measurements

Taif Alawsi

Zainab Albawi

Roberto Beraldi

Gabriele Proietti Mattia

RAWAA FARIS

2023/7/8

Lifespan and energy-oriented load balancing algorithms across sets of nodes in Green Edge Computing

Gabriele Proietti Mattia

Roberto Beraldi

2023/7/6

A load balancing algorithm for equalising latency across fog or edge computing nodes

IEEE Transactions on Services Computing

Gabriele Proietti Mattia

Antonio Pietrabissa

Roberto Beraldi

2023/4/10

A Load Balancing Algorithm For Long-Life Green Edge Systems

Roberto Beraldi

Gabriele Proietti Mattia

2023/12/4

Local and Remote Fog based Trade-offs for QOE in VR Applications by using CloudXR and Oculus Air Link

Gabriele Maiorano

Gabriele Proietti Mattia

Roberto Beraldi

2022/10/13

On the impact of stale information on distributed online load balancing protocols for edge computing

Computer Networks

Roberto Beraldi

Claudia Canali

Riccardo Lancellotti

Gabriele Proietti Mattia

2022/6/19

On real-time scheduling in Fog computing: A Reinforcement Learning algorithm with application to smart cities

Gabriele Proietti Mattia

Roberto Beraldi

2022/3/21

A latency-levelling load balancing algorithm for fog and edge computing

Gabriele Proietti Mattia

Marco Magnani

Roberto Beraldi

2022/10/24

On off-grid green solar panel supplied edge computing

Roberto Beraldi

Gabriele Proietti Mattia

2022/10/19

Towards Testbed as-a-Service: design and implementation of an unattended SoC cluster

Gabriele Proietti Mattia

Roberto Beraldi

2021/7/19

Smartphone-based colorimetric sensor application for measuring biochemical material concentration

Sensing and Bio-Sensing Research

Taif Alawsi

Gabriele Proietti Mattia

Zainab Al-Bawi

Roberto Beraldi

2021/6/1

Leveraging Reinforcement Learning for online scheduling of real-time tasks in the Edge/Fog-to-Cloud computing continuum

Gabriele Proietti Mattia

Roberto Beraldi

2021/11/23

See List of Professors in Gabriele Proietti Mattia University(Sapienza Università di Roma)

Co-Authors

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