Essays about: "CUDA programming"

Showing result 1 - 5 of 40 essays containing the words CUDA programming.

  1. 1. Evaluating the performance of CUDA Graphs in common GPGPU programming patterns

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Mert Demirsü; Axel Lervik; [2023]
    Keywords : ;

    Abstract : CUDA Graphs is a relatively new and unexplored feature of CUDA that presents an alternative for submitting work to the GPU. This report aims to evaluate the performance benefits of CUDA Graphs. The means to this end was a benchmark suite containing CUDA applications that do not utilise CUDA Graphs. READ MORE

  3. 2. Performance Benefits of Extending JavaScript Through WASM and CUDA : A Comparative Performance Investigation

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Hampus Hallkvist; Edvin Nordqvist; [2023]
    Keywords : ;

    Abstract : JavaScript is today the largest language based on usage with regard to web development. There is, therefore, a great incentive to make the language perform at its best and allow applications to take advantage of this. READ MORE

  4. 3. Design and evaluation of a plain MPI-based cluster execution backend for the SkePU 3 skeleton programming framework

    University essay from Linköpings universitet/Programvara och system

    Author : Alexander Zeijlon; [2023]
    Keywords : SkePU; skeleton programming; algorithmic skeletons; HPC; cluster; parallel programming; MPI; OpenMP; CUDA; Hybrid; NUMA;

    Abstract : SkePU 3 is a framework for parallel program execution that uses higher order functions called skeletons, which provide a layer of abstraction between user code and the parallel implementation it provides through its backends. The backend that enables SkePU to run on an HPC cluster has a slowdown of a factor two. READ MORE

  5. 4. Evaluating GPU for Radio Algorithms : Assessing Performance and Power Consumption of GPUs in Wireless Radio Communication Systems

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Albin André; [2023]
    Keywords : GPU; CUDA; Signal Processing; Radio; Algorithms; GPU; CUDA; Signalbehandling; Radio; Algoritmer;

    Abstract : This thesis evaluates the viability of a Graphics Processing Unit (GPU) in tasks of signal processing associated with radio base stations in cellular networks. The development of Application Specific Integrated Circuits (ASICs) is lengthy and highly expensive, but they are efficient in terms of power consumption. READ MORE

  6. 5. Acceleration of Massive MIMO algorithms for Beyond 5G Baseband processing

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Ellen Nihl; Eek de Bruijckere; [2023]
    Keywords : embedded systems; massive MIMO; GPU; massive MIMO detection; Zero-Forcing algorithm; Cholesky decomposition; CUDA; 5G and Beyond;

    Abstract : As the world becomes more globalised, user equipment such as smartphones and Internet of Things devices require increasingly more data, which increases the demand for wireless data traffic. Hence, the acceleration of next-generational networks (5G and beyond) focuses mainly on increasing the bitrate and decreasing the latency. READ MORE