David Buchaca Prats

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 13

Top Topics

Contrastive Divergence

Top Venues

IEEE Trans. Netw. Serv. Manag.

Future Gener. Comput. Syst.

Publications

Felipe Albuquerque Portella, David Buchaca Prats, José Roberto Pereira Rodrigues, Josep Lluís Berral
TunaOil: A Tuning Algorithm Strategy for Reservoir Simulation Workloads. CoRR (2022)
Felipe Albuquerque Portella, David Buchaca Prats, José Roberto Pereira Rodrigues, Josep Lluís Berral
TunaOil: A tuning algorithm strategy for reservoir simulation workloads. J. Comput. Sci. 63 (2022)
Josep Lluis Berral, David Buchaca Prats, Claudia Herron, Chen Wang, Alaa Youssef
Theta-Scan: Leveraging Behavior-Driven Forecasting for Vertical Auto-Scaling in Container Cloud. CLOUD (2021)
Alberto Gutierrez-Torre, Josep Lluís Berral, David Buchaca Prats, Marc Guevara, Albert Soret, David Carrera
Improving maritime traffic emission estimations on missing data with CRBMs. Eng. Appl. Artif. Intell. 94 (2020)
David Buchaca Prats, Joan Marcual, Josep Lluis Berral, David Carrera
Sequence-to-sequence models for workload interference prediction on batch processing datacenters. Future Gener. Comput. Syst. 110 (2020)
Zoran Jaksic, Nicola Cadenelli, David Buchaca Prats, Jordà Polo, Josep Lluis Berral, David Carrera
A highly parameterizable framework for Conditional Restricted Boltzmann Machine based workloads accelerated with FPGAs and OpenCL. Future Gener. Comput. Syst. 104 (2020)
David Buchaca Prats, Joan Marcual, Josep Lluís Berral, David Carrera
Sequence-to-sequence models for workload interference. CoRR (2020)
Alberto Gutierrez-Torre, Josep Lluis Berral, David Buchaca Prats, Marc Guevara, Albert Soret, David Carrera
Improving Maritime Traffic Emission Estimations on Missing Data with CRBMs. CoRR (2020)
David Buchaca Prats, Josep Lluís Berral, Chen Wang, Alaa Youssef
Proactive Container Auto-scaling for Cloud Native Machine Learning Services. CLOUD (2020)
David Buchaca Prats, Felipe Albuquerque Portella, Carlos H. A. Costa, Josep Lluis Berral
You Only Run Once: Spark Auto-Tuning From a Single Run. IEEE Trans. Netw. Serv. Manag. 17 (4) (2020)
Enrique Romero, Ferran Mazzanti, Jordi Delgado, David Buchaca Prats
Weighted contrastive divergence. Neural Networks 114 (2019)
Enrique Romero Merino, Ferran Mazzanti Castrillejo, Jordi Delgado Pin, David Buchaca Prats
Weighted Contrastive Divergence. CoRR (2018)
David Buchaca Prats, Josep Lluis Berral, David Carrera
Automatic Generation of Workload Profiles Using Unsupervised Learning Pipelines. IEEE Trans. Netw. Serv. Manag. 15 (1) (2018)
David Buchaca Prats, Enrique Romero, Ferran Mazzanti, Jordi Delgado
Stopping Criteria in Contrastive Divergence: Alternatives to the Reconstruction Error. ICLR (Workshop Poster) (2014)