Martina Savoia

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Emergency Management

Computing Resources

Business Continuity

Top Venues

DASC/PiCom/CBDCom/CyberSciTech

Comput. Commun.

Publications

Martina Savoia, Edoardo Prezioso, Valeria Mele, Francesco Piccialli
Eco-FL: Enhancing Federated Learning sustainability in edge computing through energy-efficient client selection. Comput. Commun. 225 (2024)
Daniela Annunziata, Marzia Canzaniello, Diletta Chiaro, Stefano Izzo, Martina Savoia, Francesco Piccialli
On the Dynamics of Non-IID Data in Federated Learning and High-Performance Computing. PDP (2024)
Daniela Annunziata, Marzia Canzaniello, Martina Savoia, Salvatore Cuomo, Francesco Piccialli
Benchmarking Federated Learning on High-Performance Computing: Aggregation Methods and Their Impact. PDP (2024)
Stefano Izzo, Marzia Canzaniello, Martina Savoia, Fabio Giampaolo, Francesco Piccialli
Graph Neural Networks in Emergency Management: A Case Study on Fire Call Assignment. DASC/PiCom/CBDCom/CyberSciTech (2023)
Edoardo Prezioso, Fabio Giampaolo, Stefano Izzo, Martina Savoia, Francesco Piccialli
Integrating Object Detection and Advanced Analytics for Smart City Crowd Management. ICNSC (2023)
Martina Savoia, Diletta Chiaro, Fabio Giampaolo, Salvatore Cuomo, Francesco Piccialli
The BIOCHIP project: A Deep Learning approach for multiwell segmentation. DASC/PiCom/CBDCom/CyberSciTech (2022)