Enviaments recents

  • Performance analysis of BigData Frameworks using BigBench 

    Montero Rivero, Alejandro (Universitat Politécnica de Catalunya, 2018-04)
    Projecte Final de Màster Oficial
    Accés obert
    The ALOJA benchmarking platform is expanded with the first standardized Big Data benchmark: BigBench, in which a elasticity test extension is added. By making use of ALOJA and BigBench we compare the de facto SQL Big Data ...
  • Simulating the Behavior of the Human Brain on NVIDIA GPU: cuHinesBatch & cuThomasBatch implementations 

    Martínez Pérez, Ivan (Universitat Politécnica de Catalunya, 2018-01-15)
    Projecte Final de Màster Oficial
    Accés obert
    Understand the human brain is one of the century challenges. On this work we are going to achieve a small step towards this objective presenting a novel data layout in order to compute more efficiently the Hines algorithm ...
  • Instance Segmentation of Point Clouds using Deep Learning 

    Pérez Layedra, Gerardo Francisco (Universitat Politécnica de Catalunya, 2018-01)
    Projecte Final de Màster Oficial
    Accés obert
    The main objective of this thesis is to implement a deep network architecture to segment and instantiate objects on 3d point clouds using pointnet, a novel 3d deep learning network that segments 3d point clouds in semantically ...
  • An approach to quantifying hardware diversity against common cause failures 

    Alcaide i Portet, Sergi (Universitat Politécnica de Catalunya / Universitat Politècnica de Catalunya, 2018-01-14)
    Projecte Final de Màster Oficial
    Accés obert
    In this thesis, we cover the gapof quantifying diversity by introducing DIMP, a low-cost diversity metric based on analyzing the paths of the circuits and relating it to the particular case of automotive microcontrollers ...
  • Design and implementation of gamified attention test for secondary school students 

    Sánchez Luque, Unai (Universitat Politécnica de Catalunya, 2017-10-24)
    Projecte Final de Màster Oficial
    Accés restringit per acord de confidencialitat
    Esta tesis busca introducir el diseño de un juego de aprendizaje para facilitar el proceso de aprendizaje en los estudiantes de educación secundaria. El diseño intenta aumentar la motivación para que el jugador se enganche ...
  • Deep Learning for Protein Function Prediction 

    Alba Avilés, Manuel (Universitat Politècnica de Catalunya, 2017-09-26)
    Projecte Final de Màster Oficial
    Accés obert
    Realitzat a/amb:  Technische Universität München
    The assignment of functions to proteins is a bottleneck due to the need of costly and time-consuming molecular experiments. This is the reason why more often data analysis methods are used for protein an- notation. In this ...
  • Semantic stream computing for large data-set analytics 

    Giordano, Andrea (Universitat Politécnica de Catalunya, 2017-12)
    Projecte Final de Màster Oficial
    Accés obert
    One of the most interesting research fields in IT industries is the quest of software able to deal efficiently with Big Data. In this thesis, we have studied Big Data especially about their spread in healthcare, where data ...
  • Code generation for the dataflow-based XSMLL runtime 

    Peyrolón Lago, Daniel (Universitat Politécnica de Catalunya, 2017-10)
    Projecte Final de Màster Oficial
    Accés obert
    Realitzat a/amb:  Barcelona Supercomputing Centre (BSC)
    This document presents the report of the Master’s Thesis Code generation for the dataflow-based xsmll runtime developed in the context of the Master in Innovation and Research in Informatics. In this report we analyze ...
  • Synchronization / communication techniques for OmpSs@FPGA 

    Vidal-Piñol, Miquel (Universitat Politécnica de Catalunya, 2017-10-24)
    Projecte Final de Màster Oficial
    Accés obert
    Realitzat a/amb:  Barcelona Supercomputing Centre (BSC)
    HPC machines are introducing more and more heterogeneity in their architecture on the road to exascale systems. The increasing complexity of the machines due to the variety of hardware architectures and accelerators makes ...
  • Non-Conventional Vector Units for Big Data Workloads 

    Pavon Rivera, Julian (Universitat Politècnica de Catalunya, 2017-10-16)
    Projecte Final de Màster Oficial
    Accés restringit per acord de confidencialitat
    This work presents the improvements applied to vector units, to enable them to find and properly use Data Level Parallelism in applications with index matching algorithms and less regular data access patterns. Our designs ...
  • Pipeline design to identify key features and perform classification on response/predisposition large-scale genetic data 

    Valdés Graterol, María Gabriela (Universitat Politècnica de Catalunya, 2017-04)
    Projecte Final de Màster Oficial
    Accés obert
    We propose a state-of-the-art, scalable and flexible alternative to the classical GWAS approach, based on machine learning techniques, to analyze large-scale data and discover epistatic and non-epistatic polygenic variants ...
  • Claims classification in an automative company 

    Mossa Yespica, Miguel (Universitat Politècnica de Catalunya, 2017-05)
    Projecte Final de Màster Oficial
    Accés restringit per acord de confidencialitat

Mostra'n més