Now showing items 1-7 of 7

    • Automatic, efficient and scalable provenance registration for FAIR HPC workflows 

      Sirvent Pardell, Raül; Conejero Bañón, Francisco Javier; Lordan Gomis, Francesc; Ejarque Artigas, Jorge; Rodríguez Navas, Laura; Fernández González, José María; Capella Gutiérrez, Salvador; Badia Sala, Rosa Maria (Institute of Electrical and Electronics Engineers (IEEE), 2022)
      Conference report
      Open Access
      Provenance registration is becoming more and more important, as we increase the size and number of experiments performed using computers. In particular, when provenance is recorded in HPC environments, it must be efficient ...
    • Enabling system wide shared memory for performance improvement in PyCOMPSs applications 

      Foyer, Clément; Conejero Bañón, Francisco Javier; Ejarque Artigas, Jorge; Badia Sala, Rosa Maria; Tate, Adrian; McIntosh-Smith, Simon (Institute of Electrical and Electronics Engineers (IEEE), 2020)
      Conference report
      Open Access
      Python has been gaining some traction for years in the world of scientific applications. However, the high-level abstraction it provides may not allow the developer to use the machines to their peak performance. To address ...
    • Hierarchical management of extreme-scale task-based applications 

      Lordan Gomis, Francesc; Puigdemunt Schmolling, Gabriel; Vergés Boncompte, Pere; Conejero Bañón, Francisco Javier; Ejarque Artigas, Jorge; Badia Sala, Rosa Maria (Springer Cham, 2023)
      Conference report
      Restricted access - publisher's policy
      The scale and heterogeneity of exascale systems increment the complexity of programming applications exploiting them. Task-based approaches with support for nested tasks are a good-fitting model for them because of the ...
    • PyCOMPSs as an instrument for translational computer science 

      Badia Sala, Rosa Maria; Conejero Bañón, Francisco Javier; Ejarque Artigas, Jorge; Lezzi, Daniele; Lordan Gomis, Francesc (2022-03-01)
      Article
      Open Access
      With the advent of distributed computing, the need for frameworks that facilitate its programming and management has also appeared. These tools have typically been used to support the research on application areas that ...
    • RosneT: A block tensor algebra library for out-of-core quantum computing simulation 

      Sánchez Ramírez, Sergio; Conejero Bañón, Francisco Javier; Lordan Gomis, Francesc; Queralt Calafat, Anna; Cortés, Toni; Badia Sala, Rosa Maria; García Sáez, Artur (Institute of Electrical and Electronics Engineers (IEEE), 2021)
      Conference report
      Open Access
      With the advent of more powerful Quantum Computers, the need for larger Quantum Simulations has boosted. As the amount of resources grows exponentially with size of the target system Tensor Networks emerge as an optimal ...
    • Scalable random forest with data-parallel computing 

      Vázquez-Novoa, Fernando; Conejero Bañón, Francisco Javier; Tatu, Cristian; Badia Sala, Rosa Maria (Springer Cham, 2023)
      Conference report
      Restricted access - publisher's policy
      In the last years, there has been a significant increment in the quantity of data available and computational resources. This leads scientific and industry communities to pursue more accurate and efficient Machine Learning ...
    • The BioExcel methodology for developing dynamic, scalable, reliable and portable computational biomolecular workflows 

      Ejarque Artigas, Jorge; Andrio Balado, Pau; Hospital Gasch, Adam; Conejero Bañón, Francisco Javier; Lezzi, Daniele; Badia Sala, Rosa Maria; Gelpi Buchaca, Josep Lluís (Institute of Electrical and Electronics Engineers (IEEE), 2022)
      Conference report
      Open Access
      Developing complex biomolecular workflows is not always straightforward. It requires tedious developments to enable the interoperability between the different biomolecular simulation and analysis tools. Moreover, the need ...