Sökning: "GPUs"

Visar resultat 21 - 25 av 40 avhandlingar innehållade ordet GPUs.

  1. 21. Performance and Security Analysis for GPU-Based Applications

    Författare :Adrian Horga; Petru Ion Eles; Zebo Peng; Ahmed Rezine; Sudipta Chattopadhyay; Nicola Bombieri; Linköpings universitet; []
    Nyckelord :NATURVETENSKAP; NATURAL SCIENCES;

    Sammanfattning : Graphics Processing Units (GPUs) are becoming more and more prevalent in general-purpose computing. GPUs are used in areas from embedded systems to super-computing. LÄS MER

  3. 22. Programming and Optimization of Big-Data Applications on Heterogeneous Computing Systems

    Författare :Suejb Memeti; Sabri Pllana; Jesper Andersson; Paweł Czarnul; Linnéuniversitetet; []
    Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; Big Data; Heterogeneous Parallel Computing; Software Optimization; Source-to-source Compilation; Data- och informationsvetenskap; Computer and Information Sciences Computer Science; Computer Science; Datavetenskap;

    Sammanfattning : The next-generation sequencing instruments enable biological researchers to generate voluminous amounts of data. In the near future, it is projected that genomics will be the largest source of big-data. A major challenge of big data is the efficient analysis of very large data-sets. LÄS MER

  4. 23. Improving Training of Deep Learning for Biomedical Image Analysis and Computational Physics

    Författare :Karl Bengtsson Bernander; Uppsala universitet; []
    Nyckelord :NATURVETENSKAP; NATURAL SCIENCES;

    Sammanfattning : The previous decade has seen breakthroughs in image analysis and computer vision, mainly due to machine learning methods known as deep learning. These methods have since spread to other fields. This thesis aims to survey the progress, highlight problems related to data and computations, and show techniques to mitigate them. LÄS MER

  5. 24. Modeling the interactions between tasks and the memory system

    Författare :Germán Ceballos; David Black-Schaffer; Uppsala universitet; []
    Nyckelord :TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY; Computer Science; Datavetenskap;

    Sammanfattning : Making computer systems more energy efficient while obtaining the maximum performance possible is key for future developments in engineering, medicine, entertainment, etc. However it has become a difficult task due to the increasing complexity of hardware and software, and their interactions. LÄS MER

  7. 25. Performance-aware Component Composition for GPU-based systems

    Författare :Usman Dastgeer; Christoph Kessler; Marco Danelutto; Linköpings universitet; []
    Nyckelord :TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY;

    Sammanfattning : This thesis addresses issues associated with efficiently programming modern heterogeneous GPU-based systems, containing multicore CPUs and one or more programmable Graphics Processing Units (GPUs). We use ideas from component-based programming to address programming, performance and portability issues of these heterogeneous systems. LÄS MER