Vol. 8 No. 1 (2021): Special Issue on Advances on Parallel and High-Performance Computing for AI | Supercomputing Frontiers and Innovations

Vol. 8 No. 1 (2021): Special Issue on Advances on Parallel and High-Performance Computing for AI

View Vol. 8 No. 1 (2021): Special Issue on Advances on Parallel and High-Performance Computing for AI

Call For Papers: https://superfri.org/index.php/superfri/special-issue-vol8-no1-2021

Invited Editors:

Prof. Ulises Cortés (Barcelona Supercomputing Center/Universitat Politècnica de Catalunya)
Dr. Ulises Moya (Gobierno del Estado de Jalisco/Universidad Autónoma de Guadalajara)
Prof. Mateo Valero (Barcelona Supercomputing Center/Universitat Politècnica de Catalunya)

DOI: https://doi.org/10.14529/jsfi2101

Published: 2021-05-29

View or download the full issue:

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Articles

When Sally Met Harry or When AI Met HPC

Ulises Cortés, Ulises Moya, Mateo Valero

4-7

DOI: https://doi.org/10.14529/jsfi210101
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Forecastability Measures that Describe the Complexity of a Site for Deep Learning Wind Predictions

Jaume Manero, Javier Béjar

8-27

DOI: https://doi.org/10.14529/jsfi210102
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Size & Shape Matters: The Need of HPC Benchmarks of High Resolution Image Training for Deep Learning

Ferran Parés Pont, Pedro Megias, Dario Garcia-Gasulla, Marta Garcia-Gasulla, Eduard Ayguadé, Jesús Labarta

28-44

DOI: https://doi.org/10.14529/jsfi210103
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Computational Resource Consumption in Convolutional Neural Network Training – A Focus on Memory

Luis A. Torres, Carlos J. Barrios, Yves Denneulin

45-61

DOI: https://doi.org/10.14529/jsfi210104
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The MareNostrum Experimental Exascale Platform (MEEP)

Alexander Fell, Daniel J. Mazure, Teresa C. Garcia, Borja Perez, Xavier Teruel, Pete Wilson, John D. Davis

62-81

DOI: https://doi.org/10.14529/jsfi210105
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Micro-Workflows Data Stream Processing Model for Industrial Internet of Things

Ameer B. A. Alaasam, Gleb I. Radchenko, Andrey N. Tchernykh

82-98

DOI: https://doi.org/10.14529/jsfi210106
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