Rafaela C. Brum

According to our database, Rafaela C. Brum authored at least 8 papers between 2019 and 2023.

Collaborative distances:

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

2023

Multi-FedLS: a Framework for Cross-Silo Federated Learning Applications on Multi-Cloud Environments.

Rafaela C. Brum, Maria Clicia Stelling de Castro, Luciana Arantes, Lúcia Maria de A. Drummond, Pierre Sens

CoRR, 2023

Exploring Federated Learning to Trace Depression in Social Media with Language Models.

Arthur B. Vasconcelos, Lúcia Maria de A. Drummond, Rafaela C. Brum, Aline Paes

Proceedings of the International Symposium on Computer Architecture and High Performance Computing Workshops , 2023

2022

Towards a Federated Learning Framework on a Multi-Cloud Environment.

Rafaela C. Brum, Pierre Sens, Luciana Arantes, Maria Clicia Stelling de Castro, Lúcia Maria de A. Drummond

Proceedings of the International Symposium on Computer Architecture and High Performance Computing Workshops, 2022

Optimizing Execution Time and Costs of Cross-Silo Federated Learning Applications with Datasets on different Cloud Providers.

Rafaela C. Brum, Pierre Sens, Luciana Arantes, Maria Clicia Stelling de Castro, Lúcia Maria de A. Drummond

Proceedings of the 2022 IEEE 34th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), 2022

2021

Towards Optimizing Computational Costs of Federated Learning in Clouds.

Rafaela C. Brum, Lúcia M. A. Drummond, Maria Clicia Stelling de Castro, George Teodoro

Proceedings of the 33rd International Symposium on Computer Architecture and High Performance Computing, 2021

A Fault Tolerant and Deadline Constrained Sequence Alignment Application on Cloud-Based Spot GPU Instances.

Rafaela C. Brum, Walisson P. Sousa, Alba C. M. A. Melo, Cristiana Bentes, Maria Clicia Stelling de Castro, Lúcia Maria de A. Drummond

Proceedings of the Euro-Par 2021: Parallel Processing, 2021

2020

Developing Checkpointing and Recovery Procedures with the Storage Services of Amazon Web Services.

Luan Teylo, Rafaela C. Brum, Luciana Arantes, Pierre Sens, Lúcia Maria de A. Drummond

Proceedings of the ICPP Workshops '20: Workshops, Edmonton, AB, Canada, August 17-20, 2020, 2020

2019

Parallel Approaches in the Heavy Ball GMRES Method.

Rafaela C. Brum, Maria Clicia Stelling de Castro, Cristiane Faria

Proceedings of the 31st International Symposium on Computer Architecture and High Performance Computing, 2019