Cargando…

Betatron tune measurement with the LHC damper using a GPU

This thesis studies a possible futur implementation of a betatron tune measure- ment in the Large Hadron Collider (LHC) at European organization for nuclear research (CERN) using a General Purpose Graphic Processing Unit (GPGPU) to analyse data acquired with the LHC transverse transverse damper (ADT...

Descripción completa

Detalles Bibliográficos
Autor principal: Dubouchet, Frédéric
Lenguaje:eng
Publicado: 2013
Materias:
Acceso en línea:http://cds.cern.ch/record/1545785
_version_ 1780930080855293952
author Dubouchet, Frédéric
author_facet Dubouchet, Frédéric
author_sort Dubouchet, Frédéric
collection CERN
description This thesis studies a possible futur implementation of a betatron tune measure- ment in the Large Hadron Collider (LHC) at European organization for nuclear research (CERN) using a General Purpose Graphic Processing Unit (GPGPU) to analyse data acquired with the LHC transverse transverse damper (ADT). The present hardware and future possible implementations using ADT acquisi- tions and Graphic Processing Unit (GPU) computing are described. The ADT data have to be processed to extract the betatron tune. To compute the tune, the signal is transformed from the time domain to the frequency domain using Fast Fourier Transform (FFT) on GPUs. We show that it is possible to achieve one order of magnitude faster FFTs on a Fermi generation GPU than what can be done using a i7 generation Central Processing Unit (CPU). This makes online per bunch FFT computation and betatron tune measurement possible.
id cern-1545785
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2013
record_format invenio
spelling cern-15457852019-09-30T06:29:59Zhttp://cds.cern.ch/record/1545785engDubouchet, FrédéricBetatron tune measurement with the LHC damper using a GPUAccelerators and Storage RingsThis thesis studies a possible futur implementation of a betatron tune measure- ment in the Large Hadron Collider (LHC) at European organization for nuclear research (CERN) using a General Purpose Graphic Processing Unit (GPGPU) to analyse data acquired with the LHC transverse transverse damper (ADT). The present hardware and future possible implementations using ADT acquisi- tions and Graphic Processing Unit (GPU) computing are described. The ADT data have to be processed to extract the betatron tune. To compute the tune, the signal is transformed from the time domain to the frequency domain using Fast Fourier Transform (FFT) on GPUs. We show that it is possible to achieve one order of magnitude faster FFTs on a Fermi generation GPU than what can be done using a i7 generation Central Processing Unit (CPU). This makes online per bunch FFT computation and betatron tune measurement possible.CERN-THESIS-2013-035oai:cds.cern.ch:15457852013-05-07T07:38:05Z
spellingShingle Accelerators and Storage Rings
Dubouchet, Frédéric
Betatron tune measurement with the LHC damper using a GPU
title Betatron tune measurement with the LHC damper using a GPU
title_full Betatron tune measurement with the LHC damper using a GPU
title_fullStr Betatron tune measurement with the LHC damper using a GPU
title_full_unstemmed Betatron tune measurement with the LHC damper using a GPU
title_short Betatron tune measurement with the LHC damper using a GPU
title_sort betatron tune measurement with the lhc damper using a gpu
topic Accelerators and Storage Rings
url http://cds.cern.ch/record/1545785
work_keys_str_mv AT dubouchetfrederic betatrontunemeasurementwiththelhcdamperusingagpu