207 citations · 490 across the 13 of their papers we have counts for
4 papers · 1 filter
A Study of Checkpointing in Large Scale Training of Deep Neural Networks
Elvis Rojas, Albert Njoroge Kahira, Esteban Meneses +2
Deep learning (DL) applications are increasingly being deployed on HPC systems, to leverage the massive parallelism and computing power of those systems for DL model training. Whil…
A Programming Model for Hybrid Workflows: combining Task-based Workflows and Dataflows all-in-one
Cristian Ramon-Cortes, Francesc Lordan, Jorge Ejarque +1
This paper tries to reduce the effort of learning, deploying, and integrating several frameworks for the development of e-Science applications that combine simulations with High-Pe…
Workflow environments for advanced cyberinfrastructure platforms
Rosa M Badia, Jorge Ejarque, Francesc Lordan +5
Progress in science is deeply bound to the effective use of high-performance computing infrastructures and to the efficient extraction of knowledge from vast amounts of data. Such…
Hunting for open clusters in \textit{Gaia} DR2: new OCs in the Galactic disc
A. Castro-Ginard, C. Jordi, X. Luri +8
Open clusters are key targets for both Galaxy structure and evolution and stellar physics studies. Since \textit{Gaia} DR2 publication, the discovery of undetected clusters has pro…