Hoy, 28 de febrero, se celebró en Santiago una jornada de presentación de los HUBS de Innovación Digital en Galicia (DIH). Los Hubs de Innovación Digital promovidos por la Xunta ofrecen a las pymes gallegas el canal más rápido y eficiente para abordar con éxito su digitalización. El resultado serán empresas más modernas, conectadas y [...]
Los días 11, 12 y 13 de marzo se celebrarán las jornadas Digitalia Humanistica, que versarán sobre la investigación en Humanidades y las humanidades digitales, organizadas por el Instituto de Estudios Gallegos Padre Sarmiento (IEGPS) con la colaboración del Centro de Supercomputación de Galicia (CESGA). Las Jornadas se han concebido como una cuidada introducción al [...]
El grupo de Genomas y Enfermedad del CiMUS de la Universidad de Santiago de Compostela ha tenido una participación decisiva en el consorcio internacional Pan-Cancer que la semana pasada ocupaba las páginas de Nature y Nature Genetics. Para procesar los datos adoptaron una arquitectura de computación cloud en la cual el alineamiento y estudio de [...]
El CESGA participa la próxima semana en el arranque del proyecto europeo "Improving Educational innovation, competitiveness and quality of higher education through collaboration between University and Companies. (Educational Knowledge Transfer)", que, bajo la coordinación del Grupo de Tecnología Educativa de la Fac. de Educación de la USC, reúne a 11 instituciones de 7 países [...]
One version of the official TensorFlow (TF) performance Benchmark was downloaded from TF webpage and prepared to run on Finis Terrae II (FT2) supercomputing infrastructure from CESGA. This report shows the achieved results on this CESGA supercomputing facilities.
Machine Learning (ML) and Deep Learning (DL) are two technologies used to extract representations of the data for a specific purpose. ML algorithms take a set of data as input to generate one or several predictions. To define the final version of one model, usually there is an initial step devoted to train the algorithm [...]
This technical report will try to give an overview of different profiling tools, both open-source and commercial. Some of them are currently available in FinisTerraeII supercomputer, so a brief usage of this tools will be shown too. This report will give a point of reference to start to use this tools, and at the same [...]
The purpose of this Technical Report is analyze, debug & benchmark the BigData platform installed at CESGA by running Spark-based ML algorithms over public datasets with different resource allocation (number of executors, number of cores, memory per executor, memory for driver, etc.).
This internal technical document reports the hyper-parametric search for the proposed Neural Network model using Tensorflow and Finis Terrae II. The NN model helps to manage the process of Laser Metal Deposition based on the thermal images from a thermal camera attached to the laser header that record a complete process. This case is an [...]
This technical report shows the behaviour of Lustre storage subsystem for different applications. Lustre is a scalable file subsystem and let the final user to control the way her files are stored. CESGA has 694,5TB usable in Finis Terrae II supercomputer, and the Infiniband network achieves better results than DAS storage. This report is intended [...]