João Vargas, Cristiano Künas, Thiago Araújo, Bruno Morales, and Philippe Navaux. 2025. Proposal for comparison and measurement of parallel and distributed file systems for training ML models in the healthcare. In Anais da XXV Escola Regional de Alto Desempenho da Região Sul, abril 23, 2025, Foz do Iguaçu/PR, Brasil. SBC, Porto Alegre, Brasil, 105-108. DOI: https://doi.org/10.5753/eradrs.2025.6807.