Elvis Rojas

12 papers C 4Journal 5Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
Using Checkpoint Alteration to Gauge Fault Sensitivity of HPC Scientific Applications.
IPDPS (Workshops)
Elvis Rojas, Luis Carlos N. Todd, Esteban Meneses
2024 J jnl
A characterization of soft-error sensitivity in data-parallel and model-parallel distributed deep learning.
J. Parallel Distributed Comput.
Elvis Rojas, Diego Pérez, Esteban Meneses
2024 J jnl
A snapshot of parallelism in distributed deep learning training.
Rev. Colomb. de Computación
Hairol Romero-Sandí, Gabriel Núñez, Elvis Rojas
2024 J jnl
A study of pipeline parallelism in deep neural networks.
Rev. Colomb. de Computación
Gabriel Núñez, Hairol Romero-Sandí, Elvis Rojas, Esteban Meneses
2022 C conf
Early Experiences of Noise-Sensitivity Performance Analysis of a Distributed Deep Learning Framework.
CLUSTER
Elvis Rojas, Michael Knobloch, Nour Daoud, Esteban Meneses, Bernd Mohr
2022 C conf
Exploring the Effects of Silent Data Corruption in Distributed Deep Learning Training.
SBAC-PAD
Elvis Rojas, Diego Pérez, Esteban Meneses
2021 — conf
Large-Scale Distributed Deep Learning: A Study of Mechanisms and Trade-Offs with PyTorch.
CARLA
Elvis Rojas, Fabricio Quirós-Corella, Terry R. Jones, Esteban Meneses
2021 C conf
Understanding Soft Error Sensitivity of Deep Learning Models and Frameworks through Checkpoint Alteration.
CLUSTER
Elvis Rojas, Diego Pérez, Jon C. Calhoun, Leonardo Bautista-Gomez, Terry R. Jones, Esteban Meneses
2021 J jnl
Understanding failures through the lifetime of a top-level supercomputer.
J. Parallel Distributed Comput.
Elvis Rojas, Esteban Meneses, Terry R. Jones, Don Maxwell
2020 J jnl
A Study of Checkpointing in Large Scale Training of Deep Neural Networks.
CoRR
Elvis Rojas, Albert Njoroge Kahira, Esteban Meneses, Leonardo Bautista-Gomez, Rosa M. Badia
2020 — conf
Towards a Model to Estimate the Reliability of Large-Scale Hybrid Supercomputers.
Euro-Par
Elvis Rojas, Esteban Meneses, Terry R. Jones, Don Maxwell
2019 C conf
Analyzing a Five-Year Failure Record of a Leadership-Class Supercomputer.
SBAC-PAD
Elvis Rojas, Esteban Meneses, Terry R. Jones, Don Maxwell