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Marzia Canzaniello
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 4
Top Topics
Traffic Control
Computing Resources
Case Study
Massively Parallel
Top Venues
PDP
Inf. Fusion
DASC/PiCom/CBDCom/CyberSciTech
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Publications
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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)
Francesco Piccialli
,
Marzia Canzaniello
,
Diletta Chiaro
,
Stefano Izzo
,
Pian Qi
GRAPHITE - Generative Reasoning and Analysis for Predictive Handling in Traffic Efficiency.
Inf. Fusion
106 (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)