Browsing by Author "Amela Milian, Ramon"

Now showing items 1-12 of 12

    • A parallel dynamic asynchronous framework for uncertainty quantification by hierarchical Monte Carlo algorithms 

      Tosi, Riccardo; Amela Milian, Ramon; Badia Sala, Rosa Maria; Rossi, Riccardo (Springer Nature, 2021-09-13)
      Article
      Open Access
      The necessity of dealing with uncertainties is growing in many different fields of science and engineering. Due to the constant development of computational capabilities, current solvers must satisfy both statistical ...

    • Aparcament dissuasori (P&R) a les immediacions de l'Estació de Montgat Nord de Renfe 

      Amela Milian, Ramon (Universitat Politècnica de Catalunya, 2016-10-13)
      Master thesis (pre-Bologna period)
      Open Access

    • AutoParallel: Automatic parallelisation and distributed execution of affine loop nests in Python 

      Ramón Cortés, Cristian; Amela Milian, Ramon; Ejarque Artigas, Jorge; Clauss, Philippe; Badia Sala, Rosa Maria (Sage, 2020)
      Article
      Open Access
      The last improvements in programming languages and models have focused on simplicity and abstraction; leading Python to the top of the list of the programming languages. However, there is still room for improvement when ...

    • Desenvolupament de codis d'àlgebra lineal amb PyCOMPSs 

      Amela Milian, Ramon (Universitat Politècnica de Catalunya, 2017-01-17)
      Bachelor thesis
      Open Access
      Covenantee:   Barcelona Supercomputing Center
      Arrel de l’interès per ser capaç d’utilitzar les llibreries de NumPy amb MKL en entorns distribuïts, va sorgir una col·laboració entre Intel R i el departament de Workflows and distributed computing del BSC. Aquest ...

    • Efficient development of high performance data analytics in Python 

      Álvarez Cid-Fuentes, Javier; Alvarez, Pol; Amela Milian, Ramon; Ishii, Kuninori; Morizawa, Rafael K.; Badia Sala, Rosa Maria (Elsevier, 2020-10)
      Article
      Open Access
      Our society is generating an increasing amount of data at an unprecedented scale, variety, and speed. This also applies to numerous research areas, such as genomics, high energy physics, and astronomy, for which large-scale ...

    • Enabling Python to execute efficiently in heterogeneous distributed infrastructures with PyCOMPSs 

      Amela Milian, Ramon; Ramón Cortés, Cristian; Ejarque, Jorge; Conejero Bañón, Javier; Badia Sala, Rosa Maria (Association for Computing Machinery (ACM), 2017-11)
      Conference lecture
      Open Access
      Python has been adopted as programming language by a large number of scientific communities. Additionally to the easy programming interface, the large number of libraries and modules that have been made available by a large ...

    • ExaQUte: D1.2 First release of the softwares 

      Tosi, Riccardo; Amela Milian, Ramon; Núñez Corbacho, Marc; Roig Pina, Carlos Alejandro; Badia Sala, Rosa Maria; Rossi, Riccardo (2019-05-30)
      Research report
      Open Access
      This deliverable presents the software release of the Kratos Multiphysics software [3], ”a framework for building parallel, multi-disciplinary simulation software, aiming at modularity, extensibility, and high performance. ...

    • ExaQUte: D4.2 Profiling report of the partner’s tools, complete with performance suggestions 

      Amela Milian, Ramon; Badia Sala, Rosa Maria; Böhm, Stanislav; Tosi, Riccardo; Rossi, Riccardo (2019-05-30)
      Research report
      Open Access
      This deliverable focuses on the proling activities developed in the project with the partner's applications. To perform this proling activities, a couple of benchmarks were dened in collaboration with WP5. The rst benchmark ...

    • ExaQUte: D5.2 Release of ExaQUte MLMC Python engine 

      Amela Milian, Ramon; Ayoul-Guilmard, Quentin; Ganesh, Sundar; Tosi, Riccardo; Badia Sala, Rosa Maria; Nobile, Fabio; Rossi, Riccardo (2019-05-30)
      Research report
      Open Access
      In this deliverable, the ExaQUte xmc library is introduced. This report is meant to serve as a supplement to the publicly release of the library. In the following sections, the ExaQUte xmc library is described along with ...

    • Executing linear algebra kernels in heterogeneous distributed infrastructures with PyCOMPSs 

      Amela Milian, Ramon; Ramon-cortés Vilarrodona, Cristian; Ejarque, Jorge; Conejero, Javier; Badia Sala, Rosa Maria (EDP Open, 2018-10-24)
      Article
      Open Access
      Python is a popular programming language due to the simplicity of its syntax, while still achieving a good performance even being an interpreted language. The adoption from multiple scientific communities has evolved in ...

    • Scheduling policies for Big Data workflows 

      Amela Milian, Ramon (Universitat Politècnica de Catalunya, 2019-04)
      Master thesis
      Open Access
      The aim of this master thesis is to both give the programmer some guidelines to achieve good scalabilities with tasked based programming models and to improve the COMPSs runtime scheduler the capabilities to reach this ...

    • The impact of non-additive genetic associations on age-related complex diseases 

      Guindo Martínez, Marta; Amela Milian, Ramon; Bonàs Guarch, Silvia; Puiggros Maldonado, Montserrat; Salvoro, Cecilia; Miguel Escalada, Irene; Sánchez Castaño, Friman; Ramón Cortés, Cristian; Badia Sala, Rosa Maria; Ejarque Artigas, Jorge; Mercader Bigas, Josep Maria; Torrents Rodas, David (2021-04-23)
      Article
      Open Access
      Genome-wide association studies (GWAS) are not fully comprehensive, as current strategies typically test only the additive model, exclude the X chromosome, and use only one reference panel for genotype imputation. We ...