Vol 8, No 1 (2021)

DOI: 10.14529/jsfi2101

The special issue on Advances on Parallel and High-Performance Computing for AI.

Invited Editors: 

Published: 2021-05-29

Full Issue

View or download the full issue PDF

Table of Contents


When Sally Met Harry or When AI Met HPC PDF
Ulises Cortés, Ulises Moya, Mateo Valero 4-7
Forecastability Measures that Describe the Complexity of a Site for Deep Learning Wind Predictions PDF
Jaume Manero, Javier Béjar 8-27
Size & Shape Matters: The Need of HPC Benchmarks of High Resolution Image Training for Deep Learning PDF
Ferran Parés Pont, Pedro Megias, Dario Garcia-Gasulla, Marta Garcia-Gasulla, Eduard Ayguadé, Jesús Labarta 28-44
Computational Resource Consumption in Convolutional Neural Network Training – A Focus on Memory PDF
Luis A. Torres, Carlos J. Barrios, Yves Denneulin 45-61
The MareNostrum Experimental Exascale Platform (MEEP) PDF
Alexander Fell, Daniel J. Mazure, Teresa C. Garcia, Borja Perez, Xavier Teruel, Pete Wilson, John D. Davis 62-81
Micro-Workflows Data Stream Processing Model for Industrial Internet of Things PDF
Ameer B. A. Alaasam, Gleb I. Radchenko, Andrey N. Tchernykh 82-98

Publishing Center of South Ural State University (454080, Lenin prospekt, 76, Chelyabinsk, Russia)