Rafaela C. Brum

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 8

Top Topics

Learning Problems

Sequence Alignment

Top Venues

Publications

Rafaela C. Brum, Maria Clicia Stelling de Castro, Luciana Arantes, Lúcia Maria de A. Drummond, Pierre Sens
Multi-FedLS: a Framework for Cross-Silo Federated Learning Applications on Multi-Cloud Environments. CoRR (2023)
Arthur B. Vasconcelos, Lúcia Maria de A. Drummond, Rafaela C. Brum, Aline Paes
Exploring Federated Learning to Trace Depression in Social Media with Language Models. SBAC-PADW (2023)
Rafaela C. Brum, Pierre Sens, Luciana Arantes, Maria Clicia Stelling de Castro, Lúcia Maria de A. Drummond
Towards a Federated Learning Framework on a Multi-Cloud Environment. SBAC-PADW (2022)
Rafaela C. Brum, Pierre Sens, Luciana Arantes, Maria Clicia Stelling de Castro, Lúcia Maria de A. Drummond
Optimizing Execution Time and Costs of Cross-Silo Federated Learning Applications with Datasets on different Cloud Providers. SBAC-PAD (2022)
Rafaela C. Brum, Lúcia M. A. Drummond, Maria Clicia Castro, George Teodoro
Towards Optimizing Computational Costs of Federated Learning in Clouds. SBAC-PAD (Workshops) (2021)
Rafaela C. Brum, Walisson P. Sousa, Alba C. M. A. Melo, Cristiana Bentes, Maria Clicia Stelling de Castro, Lúcia Maria de A. Drummond
A Fault Tolerant and Deadline Constrained Sequence Alignment Application on Cloud-Based Spot GPU Instances. Euro-Par (2021)
Luan Teylo, Rafaela C. Brum, Luciana Arantes, Pierre Sens, Lúcia Maria de A. Drummond
Developing Checkpointing and Recovery Procedures with the Storage Services of Amazon Web Services. ICPP Workshops (2020)
Rafaela C. Brum, Maria Clicia Castro, Cristiane Faria
Parallel Approaches in the Heavy Ball GMRES Method. SBAC-PAD (2019)