Search Results for author: David Buchaca Prats

Found 3 papers, 0 papers with code

TunaOil: A Tuning Algorithm Strategy for Reservoir Simulation Workloads

no code implementations4 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.

Seismic Imaging

Sequence-to-sequence models for workload interference

no code implementations25 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.

BIG-bench Machine Learning Scheduling

Weighted Contrastive Divergence

no code implementations8 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.

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