Elvis Rojas

According to our database, Elvis Rojas authored at least 8 papers between 2019 and 2022.

Collaborative distances:

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

2022

Exploring the Effects of Silent Data Corruption in Distributed Deep Learning Training.

Elvis Rojas, Diego Pérez, Esteban Meneses

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

Early Experiences of Noise-Sensitivity Performance Analysis of a Distributed Deep Learning Framework.

Elvis Rojas, Michael Knobloch, Nour Daoud, Esteban Meneses, Bernd Mohr

Proceedings of the IEEE International Conference on Cluster Computing, 2022

2021

Understanding failures through the lifetime of a top-level supercomputer.

Elvis Rojas, Esteban Meneses, Terry R. Jones, Don Maxwell

J. Parallel Distributed Comput., 2021

Understanding Soft Error Sensitivity of Deep Learning Models and Frameworks through Checkpoint Alteration.

Elvis Rojas, Diego Pérez, Jon C. Calhoun, Leonardo Bautista-Gomez, Terry R. Jones, Esteban Meneses

Proceedings of the IEEE International Conference on Cluster Computing, 2021

Large-Scale Distributed Deep Learning: A Study of Mechanisms and Trade-Offs with PyTorch.

Elvis Rojas, Fabricio Quirós-Corella, Terry R. Jones, Esteban Meneses

Proceedings of the High Performance Computing - 8th Latin American Conference, 2021

2020

A Study of Checkpointing in Large Scale Training of Deep Neural Networks.

Elvis Rojas, Albert Njoroge Kahira, Esteban Meneses, Leonardo Bautista-Gomez, Rosa M. Badia

CoRR, 2020

Towards a Model to Estimate the Reliability of Large-Scale Hybrid Supercomputers.

Elvis Rojas, Esteban Meneses, Terry R. Jones, Don Maxwell

Proceedings of the Euro-Par 2020: Parallel Processing, 2020

2019

Analyzing a Five-Year Failure Record of a Leadership-Class Supercomputer.

Elvis Rojas, Esteban Meneses, Terry R. Jones, Don Maxwell

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