Sökning: "Parallel Cholesky Decomposition"

Hittade 3 uppsatser innehållade orden Parallel Cholesky Decomposition.

  1. 1. Benchmarking linear-algebra algorithms on CPU- and FPGA-based platforms

    Kandidat-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Omar Askar Vergara; Karl Törnblom Bartholf; [2023]
    Nyckelord :FPGA; OpenCL; PolyBench; Cholesky; Durbin;

    Sammanfattning : Moore’s law is the main driving factor behind the rapid evolution of computers that has been observed in the past 50 years. Though the law is soon ending due to heat- and sizing-related issues. One solution to continuing the evolution is utilizing alternative computer hardware, where parallel hardware is especially interesting. LÄS MER

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

    Uppsats för yrkesexamina på avancerad nivå, Högskolan i Halmstad/Akademin för informationsteknologi

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

    Sammanfattning : 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. LÄS MER

  4. 3. High Performance FPGA-Based Computation and Simulation for MIMO Measurement and Control Systems

    Uppsats för yrkesexamina på avancerad nivå, Akademin för innovation, design och teknik

    Författare :Johan Palm; [2009]
    Nyckelord :FPGA; Field Programmable Gate Arrays; Parallel Cholesky Decomposition; Hardware Software Co-Design; Digital Systems; MIMO Measurement and Control; FPGA-based Simulation; FPGA-based Computation;

    Sammanfattning : The Stressometer system is a measurement and control system used in cold rolling to improve the flatness of a metal strip. In order to achieve this goal the system employs a multiple input multiple output (MIMO) control system that has a considerable number of sensors and actuators. LÄS MER