David Buchaca Prats

15 papers B 2Journal 11Unranked 1

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