All papers accepted for presentation at CARLA 2019, grouped by track. Accepted papers appeared in the Springer CCIS proceedings.
Track 1: High Performance Computing (HPC)
ExaMPI: A Modern Implementation to Accelerate Message Passing Interface Innovation
Anthony Skjellum, Martin Ruefenacht, Nawrin Sultana, Derek Schafer, Ignacio Laguna, Kathryn Mohror
A Load Balancing Algorithm for Fog Computing Environment
Eder Paulo Pereira, Ivania Fischer, Roseclea D. Medina, Emmanuell D. Carreno, Edson Luiz Padoin
Assessing Kokkos Performance on Selected Architectures
Chang Phuong, Noman Saied, Craig Tanis
Improving the Simulation of Biologically Accurate Neural Networks Using Data Flow HLS Transformations on Heterogeneous SoC FPGA Platforms
Kaleb Alfaro Badilla, Andres Arroyo Romero, Carlos Salazar Garcia, Luis G. Leon Vega, Javier Espinoza Gonzalez, Franklin Hernandez Castro, Alfonso Chacon Rodriguez, Georgios Smaragdos, Christos Strydis
Optimizing Water Cooling Applications on Shared Memory Systems
Edson Luiz Padoin, Andressa Tais Diefenthaler, Matheus Serpa, Pablo Jose Pavan, Emmanuell D. Carreno, Philippe Navaux, Jean Francois Mehaut
Multi objective configuration of a secured distributed cloud data storage
Luis Enrique Garcia Hernandez, Andrei Tchernykh, Vanessa Miranda, Mikhail Babenko, Arutyun Avetisyan, Raul Rivera Rodriguez, Gleb Radchenko, Carlos Jaime Barrios Hernandez, Harold Castro, Alexander Yu. Drozdov
Bounding Volume Hierarchy Acceleration Through Tightly Coupled Heterogeneous Computing
Ernesto Rivera Alvarado, Francisco J. Torres Rojas
Collaborative Development and Use of Scientific Applications in Orlando Tools: Integration, Delivery and Deployment
Alexander Feoktistov, Sergey Gorsky, Ivan Sidorov, Igor Bychkov, Andrei Tchernykh, Alexei Edelev
Towards a lightweight method to predict the performance of sparse triangular solvers on heterogeneous hardware platforms
Raul Marichal, Ernesto Dufrechou, Pablo Ezzatti
BS SOLCTRA: Towards a Parallel Magnetic Plasma Confinement Simulation Framework for Modular Stellarator Devices
Diego Jimenez, Luis Campos Duarte, Ricardo Solano Piedra, Luis Alonso Araya Solano, Esteban Meneses, Ivan Vargas
Optimizing Big Data Network Transfers in FPGA SoC Clusters: TECBrain Case Study
Luis G. Leon Vega, Kaleb Alfaro Badilla, Alfonso Chacon Rodriguez, Carlos Salazar Garcia
Accelerating the calculation of Friedman Test tables on many core processors
Diego Irigaray, Ernesto Dufrechou, Martin Pedemonte, Pablo Ezzatti, Carlos Lopez Vazquez
GPU Support for Automatic Generation of Finite Differences Stencil Kernels
Vitor Hugo Mickus Rodrigues, Lucas Cavalcante, Maelso Pereira, Fabio Luporini, Istvan Reguly, Gerard Gorman, Samuel Xavier de Souza
Towards a Platform to evaluate the impact of Resource Information Distribution in IoT Environments
Paula Verghelet, Esteban Mocskos
Delivering Scalable Deep Learning to Research with Bridges AI
Paola Buitrago, Nicholas Nystrom, Rajarsi Gupta, Joel Saltz
Modelling Road Saturation Dynamics on a Complex Transportation Network Based on GPS Navigation Software Data
Mariana Cubero Corella, Esteban Duran, Warner Diaz, Esteban Meneses, Steffan Gomez Campos
Track 2: BioInspired Processing (BIP)
Adding Probabilistic Certainty to Improve Performance of Convolutional Neural Networks
Maria Pantoja, Drazen Fabris, Robert Kleinhenz
Enhancing speech recorded from a wearable sensor using a collection of autoencoders
Astryd Gonzalez Salazar, Michelle Gutierrez Munoz, Marvin Coto Jimenez
An Experimental Study on Fundamental Frequency Detection in Reverberated Speech with Pre trained Recurrent Neural Networks
Andrei Alfaro Picado, Stacy Solis Cerdas, Marvin Coto Jimenez
Assessing the Robustness of Recurrent Neural Networks for Enhancing the Spectrum of Reverberated Speech
Carolina Paniagua, Marisol Zeledon Cordoba, Marvin Coto Jimenez
Using Cluster Analysis to Assess the Impact of Dataset Heterogeneity on Deep Convolutional Network Accuracy: A First Glance
Mauro Mendez Mora, Saul Calderon Ramirez, Pascal Tyrrell
Evolutionary approach for bus synchronization
Sergio Nesmachnow, Jonathan Murana, Gerardo Goni, Renzo Massobrio, Andrei Tchernykh
A Performance Evaluation of Several Artificial Neural Networks for Mapping Speech Spectrum Parameters
Victor Yeom Song, Marisol Zeledon Cordoba, Marvin Coto Jimenez
Measuring the Effect of Reverberation on Statistical Parametric Speech Synthesis
Marvin Coto Jimenez
Assessing the impact of a preprocessing stage on deep learning architectures for breast tumor multi class classification with histopathological images
Ivan Calvo, Saul Calderon Ramirez, Jordina Torrents Barrena, Erick Alejandro Munoz Alvarado, Domenec Puig
Performance Evaluation of Parallel Inference of Large Phylogenetic Trees in Santos Dumont Supercomputer: a Practical Approach
Kary Ocana, Carla Osthoff, Micaella Coelho, Marcelo Galheigo, Isabela Canuto, Douglas Oliveira, Daniel Oliveira
Comparison of Four Automatic Classifiers for Cancer Cell Phenotypes using M phase Features Extracted from Brightfield Microscopy Images
Francisco Siles, Andres Mora, Steve Quiros
Diafora: A visualization tool to support the curation of biological taxonomies
Lilliana Sancho Chavarria, Carlos Gomez Soza, Erick Mata Montero
Insight GT: a public, fast, web image groundtruth authoring tool
Joel Barrantes Garro, Hellen Rodriguez Morales, Adrian Garnier Artinano, Saul Calderon Ramirez, Fabian Porras Jimenez, Luis Carlos Corrales Arley, Ricardo Brenes Camacho
A First Glance into Reversing Senescence on Herbaria Images Through Conditional Generative Adversarial Networks
Juan Villacis Llobet, Marco Lucio Troya, Marvin Calvo Navarro, Saul Calderon Ramirez, Erick Mata Montero
Matching of EM Map segments to structurally relevant bio molecular regions
Manuel Zumbado Corrales, Luis Castillo Valverde, Jose Salas Bonilla, Julio Viquez Murillo, Daisuke Kihara, Juan Esquivel Rodriguez
Autonomous flight of unmanned aerial vehicles using evolutionary algorithms
Americo Gaudin, Gabriel Madruga, Carlos Rodriguez, Santiago Iturriaga, Sergio Nesmachnow, Claudio J. Paz, Gregoire Danoy, Pascal Bouvry