Martina Savoia

According to our database, Martina Savoia authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Eco-FL: Enhancing Federated Learning sustainability in edge computing through energy-efficient client selection.

Martina Savoia, Edoardo Prezioso, Valeria Mele, Francesco Piccialli

Comput. Commun., 2024

Benchmarking Federated Learning on High-Performance Computing: Aggregation Methods and Their Impact.

Daniela Annunziata, Marzia Canzaniello, Martina Savoia, Salvatore Cuomo, Francesco Piccialli

Proceedings of the 32nd Euromicro International Conference on Parallel, 2024

On the Dynamics of Non-IID Data in Federated Learning and High-Performance Computing.

Daniela Annunziata, Marzia Canzaniello, Diletta Chiaro, Stefano Izzo, Martina Savoia, Francesco Piccialli

Proceedings of the 32nd Euromicro International Conference on Parallel, 2024

2023

Integrating Object Detection and Advanced Analytics for Smart City Crowd Management.

Edoardo Prezioso, Fabio Giampaolo, Stefano Izzo, Martina Savoia, Francesco Piccialli

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2023

Graph Neural Networks in Emergency Management: A Case Study on Fire Call Assignment.

Stefano Izzo, Marzia Canzaniello, Martina Savoia, Fabio Giampaolo, Francesco Piccialli

Proceedings of the IEEE Intl Conf on Dependable, 2023

2022

The BIOCHIP project: A Deep Learning approach for multiwell segmentation.

Martina Savoia, Diletta Chiaro, Fabio Giampaolo, Salvatore Cuomo, Francesco Piccialli

Proceedings of the IEEE Intl. Conf. on Dependable, 2022