no code implementations • 4 Aug 2022 • Felipe Albuquerque Portella, David Buchaca Prats, José Roberto Pereira Rodrigues, Josep Lluís Berral
Reservoir simulations for petroleum fields and seismic imaging are known as the most demanding workloads for high-performance computing (HPC) in the oil and gas (O&G) industry.
no code implementations • 25 Jun 2020 • David Buchaca Prats, Joan Marcual, Josep Lluís Berral, David Carrera
In this work we propose a methodology for modeling co-scheduling of jobs on data-centers, based on their behavior towards resources and execution time, using sequence-to-sequence models based on recurrent neural networks.
no code implementations • 8 Jan 2018 • Enrique Romero Merino, Ferran Mazzanti Castrillejo, Jordi Delgado Pin, David Buchaca Prats
It is well-known that CD has a number of shortcomings, and its approximation to the gradient has several drawbacks.