Now showing items 1-5 of 5

    • A generic performance analysis technique applied to different CFD methods for HPC 

      Garcia Gasulla, Marta; Banchelli Gracia, Fabio; Peiró Conde, Kilian; Ramírez Gargallo, Guillem; Houzeaux, Guillaume; Hassan Saïdi, Ismaïl Ben; Tenaud, Christian; Spisso, Ivan; Mantovani, Filippo (Taylor & Francis, 2020-07-16)
      Article
      Open Access
      For complex engineering and scientific applications, Computational Fluid Dynamics (CFD) simulations require a huge amount of computational power. As such, it is of paramount importance to carefully assess the performance ...
    • Asymmetric HMMs for online ball-bearing health assessments 

      Puerto Santana, Carlos; Bielza Lozoya, Concha; Díaz Rozo, Javier; Ramírez Gargallo, Guillem; Mantovani, Filippo; Virumbrales, Gaizka; Labarta Mancho, Jesús José; Larrañaga Mugica, Pedro (Institute of Electrical and Electronics Engineers (IEEE), 2022-10-15)
      Article
      Open Access
      The degradation of critical components inside large industrial assets, such as ball-bearings, has a negative impact on production facilities, reducing the availability of assets due to an unexpectedly high failure rate. ...
    • Cluster of emerging technology: evaluation of a production HPC system based on A64FX 

      Banchelli Gracia, Fabio; Peiró Conde, Kilian; Ramírez Gargallo, Guillem; Vinyals Ylla-Català, Joan; Vicente Dorca, David; Garcia Gasulla, Marta; Mantovani, Filippo (Institute of Electrical and Electronics Engineers (IEEE), 2021)
      Conference report
      Open Access
      Clusters of emerging technologies are appearing with more and more frequency in HPC. After years of skepticism, data-centers are adopting them as production systems thanks to several geopolitical and technological factors. ...
    • Machine Learning: analysis, optimizations and evaluation of modern frameworks on HPC clusters 

      Ramírez Gargallo, Guillem (Universitat Politècnica de Catalunya, 2020-06-30)
      Bachelor thesis
      Open Access
      En este proyecto, exploramos el estado del arte de los frameworks de aprendizaje automático. Hemos hecho varios profilings para detectar las rutinas mas demandantes en tiempo. Hemos hecho optimizaciones orientadas a la ...
    • Performance study of HPC applications on an Arm-based cluster using a generic efficiency model 

      Banchelli Gracia, Fabio; Peiró Conde, Kilian; Querol de Porras, Andrea; Ramírez Gargallo, Guillem; Ramírez Miranda, Guillem; Vinyals Ylla-Català, Joan; Vizcaino Serrano, Pablo; Garcia Gasulla, Marta; Mantovani, Filippo (Institute of Electrical and Electronics Engineers (IEEE), 2020)
      Conference report
      Open Access
      HPC systems and parallel applications are increasing their complexity. Therefore the possibility of easily study and project at large scale the performance of scientific applications is of paramount importance. In this ...