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5th CARLA 2018: Bucaramanga, Colombia
- Esteban Meneses, Harold Castro, Carlos Jaime Barrios Hernández, Raúl Ramos-Pollán:
High Performance Computing - 5th Latin American Conference, CARLA 2018, Bucaramanga, Colombia, September 26-28, 2018, Revised Selected Papers. Communications in Computer and Information Science 979, Springer 2019, ISBN 978-3-030-16204-7
Artificial Intelligence
- John Anderson García Henao
, Frédéric Precioso, Pascal Staccini, Michel Riveill:
Parallel and Distributed Processing for Unsupervised Patient Phenotype Representation. 3-17 - Nicolas Bernard, Franck Leprévost
Evolutionary Algorithms for Convolutional Neural Network Visualisation. 18-32 - Pablo Guillén-Rondon, Melvin Deloyd Robinson, Jerry Osagie Ebalunode:
Breast Cancer Classification: A Deep Learning Approach for Digital Pathology. 33-40 - Alvaro de la Ossa Osegueda
Where Do HPC and Cognitive Science Meet in Latin America? 41-55
Accelerators
- Sergio Ruiz, Benjamín Hernández:
A Hybrid Reinforcement Learning and Cellular Automata Model for Crowd Simulation on the GPU. 59-74 - John H. Osorio, Andrés P. Castaño, Óscar Alberto Henao, Juan Hincapie:
In-situ Visualization of the Propagation of the Electric Potential in a Human Atrial Model Using GPU. 75-89 - Derek Nola, Elena Georgiana Paraschiv, Damián Ruiz-Coll
GPU Acceleration for Directional Variance Based Intra-prediction in HEVC. 90-100 - Jorge Monsegny, Jonathan Monsalve, Kareth León, Maria Duarte, Sandra Becerra, William Agudelo, Henry Arguello:
Fast Marching Method in Seismic Ray Tracing on Parallel GPU Devices. 101-111 - Pablo J. Pavan, Matheus S. Serpa
Improving Performance and Energy Efficiency of Geophysics Applications on GPU Architectures. 112-122 - Julien Loiseau, François Alin, Christophe Jaillet, Michaël Krajecki
FleCSPHg: A GPU Accelerated Framework for Physics and Astrophysics Simulations. 123-137
Applications
- Néstor Rocchetti, Sergio Nesmachnow, Gonzalo Tancredi:
Comparison of Tree Based Strategies for Parallel Simulation of Self-gravity in Agglomerates. 141-156 - Sebastián Caballero, Andrés Baranzano, Sergio Nesmachnow:
Parallel Implementations of Self-gravity Calculation for Small Astronomical Bodies on Xeon Phi. 157-173 - Guillermo Araya, Guillermo Marin, Fernando M. Cucchietti
Visualization of a Jet in Turbulent Crossflow. 174-178 - Andrew Adriance, Maria Pantoja, Chris Lupo
Acceleration of Hydrology Simulations Using DHSVM for Multi-thousand Runs and Uncertainty Assessment. 179-193 - Frederico Luís Cabral, Carla Osthoff
Fine-Tuning an OpenMP-Based TVD-Hopmoc Method Using Intel® Parallel Studio XE Tools on Intel® Xeon® Architectures. 194-209
Performance Evaluation
- Víctor Martínez
Performance Evaluation of Stencil Computations Based on Source-to-Source Transformations. 213-223 - José A. Moríñigo, Pablo García-Muller, Antonio J. Rubio-Montero
Benchmarking LAMMPS: Sensitivity to Task Location Under CPU-Based Weak-Scaling. 224-238 - Manfred Calvo, Diego Jiménez, Esteban Meneses:
Analyzing Communication Features and Community Structure of HPC Applications. 239-254 - Mauricio D. Mazuecos Pérez, Nahuel G. Seiler, Carlos Sergio Bederián, Nicolás Wolovick, Augusto J. Vega:
Power Efficiency Analysis of a Deep Learning Workload on an IBM "Minsky" Platform. 255-262
Platforms and Infrastructures
- Andrei Tchernykh
Orlando Tools: Development, Training, and Use of Scalable Applications in Heterogeneous Distributed Computing Environments. 265-279 - Gilberto Díaz
Methodology for Tailored Linux Distributions Development for HPC Embedded Systems. 280-290
Cloud Computing
- Santiago Iturriaga
Cost and QoS Optimization of Cloud-Based Content Distribution Networks Using Evolutionary Algorithms. 293-306 - Esteban C. Lopez-Falcon
Bi-objective Analysis of an Adaptive Secure Data Storage in a Multi-cloud. 307-321 - Carlos E. Gómez
Fault Characterization and Mitigation Strategies in Desktop Cloud Systems. 322-335
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