David Buchaca - Concepedia

Author

David Buchaca

Universitat Politècnica de Catalunya ORCID

Also Known As

Buchaca, David, D Buchaca, David Buchaca, David Buchaca Prats

Publications

236

Citations

H-Index

Concepts

All Affiliations

Universitat Politècnica de Catalunya Barcelona Supercomputing Center IBM (United States)

About

David Buchaca is an author at Universitat Politècnica de Catalunya specializing in engineering, parallel computing, and computer architecture.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	5	5	100
2	Computer Science	4	4	83
3	Computer Engineering	3	3	72
4	Management	1	1	17
5	Social Sciences	1	1	11

David Buchaca

Publications

163

Citations

H-Index

Page 1

	Year	Citations
Proactive Container Auto-scaling for Cloud Native Machine Learning Services David Buchaca, Josep Ll. Berral, Chen Wang, Resource Usage BehaviorsCluster ComputingEngineeringMachine LearningMl Workload	2020	34
You Only Run Once: Spark Auto-Tuning From a Single Run David Buchaca, Felipe A. Portella, Carlos H. Ã. Costa, IEEE Transactions on Network and Service Management Cluster ComputingEngineeringSpark JobsComputer ArchitectureSoftware Engineering	2020	27
Mortality Risk Prediction Dynamics After Heart Failure Treatment Optimization: Repeat Risk Assessment Using Online Risk Calculators Pau Codina, Elisabet Zamora, Wayne C. Levy, Frontiers in Cardiovascular Medicine	2022	24
Weighted contrastive divergence Enrique Romero, F. Mazzanti, Jordi Delgado, Neural Networks Variational InequalityWeighted Contrastive DivergenceFunctional AnalysisConvergence Analysis	2018	20
Automatic Generation of Workload Profiles Using Unsupervised Learning Pipelines David Buchaca, Josep Ll. Berral, David Carrera IEEE Transactions on Network and Service Management	2017	19
Improving maritime traffic emission estimations on missing data with CRBMs Alberto Gutierrez-Torre, Josep Ll. Berral, David Buchaca, Engineering Applications of Artificial Intelligence EngineeringData ScienceData MiningManagementMaritime Accident	2020	17
A highly parameterizable framework for Conditional Restricted Boltzmann Machine based workloads accelerated with FPGAs and OpenCL Zoran Jakšić, Nicola Cadenelli, David Buchaca, Future Generation Computer Systems EngineeringMachine LearningNeural Networks (Machine Learning)Advanced ComputingHardware Algorithm	2019	11
Sequence-to-sequence models for workload interference prediction on batch processing datacenters David Buchaca, Joan Marcual, Josep Ll. Berral, Future Generation Computer Systems Cluster ComputingWorkload Interference PredictionEngineeringData ScienceData Mining	2020	11

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