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6th CARLA 2019: Turrialba, Costa Rica
- Juan Luis Crespo-Mariño
, Esteban Meneses-Rojas:
High Performance Computing - 6th Latin American Conference, CARLA 2019, Turrialba, Costa Rica, September 25-27, 2019, Revised Selected Papers. Communications in Computer and Information Science 1087, Springer 2020, ISBN 978-3-030-41004-9
Regular Track on High Performance Computing: Applications
- Edson Luiz Padoin, Andressa Tais Diefenthaler, Matheus S. Serpa, Pablo José Pavan, Emmanuell D. Carreño, Philippe O. A. Navaux, Jean-François Méhaut:
Optimizing Water Cooling Applications on Shared Memory Systems. 3-17 - Alexander G. Feoktistov
Collaborative Development and Use of Scientific Applications in Orlando Tools: Integration, Delivery, and Deployment. 18-32 - Diego Jiménez, Luis Campos-Duarte, Ricardo Solano-Piedra, Luis Alonso Araya-Solano, Esteban Meneses, Iván Vargas:
BS-SOLCTRA: Towards a Parallel Magnetic Plasma Confinement Simulation Framework for Modular Stellarator Devices. 33-48 - Luis G. León-Vega
Optimizing Big Data Network Transfers in FPGA SoC Clusters: TECBrain Case Study. 49-62
Regular Track on High Performance Computing: Algorithms and Models
- Eder Pereira, Ivânia A. Fischer, Roseclea Duarte Medina, Emmanuell D. Carreño, Edson Luiz Padoin:
A Load Balancing Algorithm for Fog Computing Environments. 65-77 - Luis Enrique García-Hernández
Multi-objective Configuration of a Secured Distributed Cloud Data Storage. 78-93 - Ernesto Rivera-Alvarado, Francisco J. Torres-Rojas:
Bounding Volume Hierarchy Acceleration Through Tightly Coupled Heterogeneous Computing. 94-108 - Raúl Marichal, Ernesto Dufrechou
Towards a Lightweight Method to Predict the Performance of Sparse Triangular Solvers on Heterogeneous Hardware Platforms. 109-121 - Diego Irigaray, Ernesto Dufrechou
Accelerating the Calculation of Friedman Test Tables on Many-Core Processors. 122-135 - Mariana Cubero-Corella, Esteban Durán-Monge, Warner Díaz, Esteban Meneses, Steffan Gómez-Campos:
Modelling Road Saturation Dynamics on a Complex Transportation Network Based on GPS Navigation Software Data. 136-149
Regular Track on High Performance Computing: Architectures and Infrastructures
- Anthony Skjellum
ExaMPI: A Modern Design and Implementation to Accelerate Message Passing Interface Innovation. 153-169 - Chang Phuong
Assessing Kokkos Performance on Selected Architectures. 170-184 - Kaleb Alfaro-Badilla, Andrés Arroyo-Romero, Carlos Salazar-García, Luis G. León-Vega
Improving the Simulation of Biologically Accurate Neural Networks Using Data Flow HLS Transformations on Heterogeneous SoC-FPGA Platforms. 185-199 - Paola A. Buitrago, Nicholas A. Nystrom, Rajarsi Gupta, Joel H. Saltz:
Delivering Scalable Deep Learning to Research with Bridges-AI. 200-214 - Paula Verghelet
Towards a Platform to Evaluate the Impact of Resource Information Distribution in IoT Environments. 215-229 - Vitor Hugo Mickus Rodrigues, Lucas Cavalcante, Maelso Bruno Pereira, Fabio Luporini, István Z. Reguly, Gerard Gorman, Samuel Xavier de Souza
GPU Support for Automatic Generation of Finite-Differences Stencil Kernels. 230-244
Special Track on Bioinspired Processing (BIP): Neural and Evolutionary Approaches
- Maria Pantoja
Adding Probabilistic Certainty to Improve Performance of Convolutional Neural Networks. 247-261 - Iván Calvo, Saúl Calderón Ramírez, Jordina Torrents-Barrena, Erick Muñoz, Domenec Puig:
Assessing the Impact of a Preprocessing Stage on Deep Learning Architectures for Breast Tumor Multi-class Classification with Histopathological Images. 262-275 - Carolina Paniagua-Peñaranda
Assessing the Robustness of Recurrent Neural Networks to Enhance the Spectrum of Reverberated Speech. 276-290 - Víctor Yeom-Song
A Performance Evaluation of Several Artificial Neural Networks for Mapping Speech Spectrum Parameters. 291-306 - Mauro Mendez
Using Cluster Analysis to Assess the Impact of Dataset Heterogeneity on Deep Convolutional Network Accuracy: A First Glance. 307-319 - Sergio Nesmachnow, Jonathan Muraña, Gerardo Goñi, Renzo Massobrio, Andrei Tchernykh
Evolutionary Approach for Bus Synchronization. 320-336 - Américo Gaudín, Gabriel Madruga, Carlos Rodríguez, Santiago Iturriaga
Autonomous Flight of Unmanned Aerial Vehicles Using Evolutionary Algorithms. 337-352
Special Track on Bioinspired Processing (BIP): Image and Signal Processing
- Andrei Alfaro-Picado
An Experimental Study on Fundamental Frequency Detection in Reverberated Speech with Pre-trained Recurrent Neural Networks. 355-368 - Marvin Coto-Jiménez
Measuring the Effect of Reverberation on Statistical Parametric Speech Synthesis. 369-382 - Astryd González-Salazar
Enhancing Speech Recorded from a Wearable Sensor Using a Collection of Autoencoders. 383-397 - Joel Barrantes-Garro, Hellen Rodríguez-Morales, Adrián Garnier-Artiñano, Saúl Calderón Ramírez, Fabian Porras-Jiménez, Luís Carlos Corrales-Arley, Ricardo Brenes-Camacho:
Insight GT: A Public, Fast, Web Image Ground Truth Authoring Tool. 398-405 - Francisco Siles
Comparison of Four Automatic Classifiers for Cancer Cell Phenotypes Using M-Phase Features Extracted from Brightfield Microscopy Images. 406-419
Special Track on Bioinspired Processing (BIP): Biodiversity Informatics and Computational Biology
- Lilliana Sancho-Chavarría, Carlos Gómez-Soza, Fabian Beck, Erick Mata-Montero
Diaforá: A Visualization Tool for the Comparison of Biological Taxonomies. 423-437 - Juan Villacis-Llobet, Marco Lucio-Troya, Marvin Calvo-Navarro, Saúl Calderón Ramírez
A First Glance into Reversing Senescence on Herbarium Sample Images Through Conditional Generative Adversarial Networks. 438-447 - Kary A. C. S. Ocaña, Carla Osthoff
Performance Evaluation of Parallel Inference of Large Phylogenetic Trees in Santos Dumont Supercomputer: A Practical Approach. 448-463 - Manuel Zumbado Corrales, Luis Castillo-Valverde, José Salas-Bonilla, Julio Víquez-Murillo, Daisuke Kihara, Juan Esquivel-Rodríguez
Matching of EM Map Segments to Structurally-Relevant Bio-molecular Regions. 464-478
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