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REMOTE GPU OFFLOADING IN CMSSW

The intention of this report is to give an overview both about the outcome of our project and the approach we have followed in order to reach it. The main achievement has been the implementation in the CMS Software of a way to perform Remote Direct Memory Access (RDMA) directly on the GPU of a remot...

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Autor principal: Gonzalez Carpintero, Mario
Lenguaje:eng
Publicado: 2019
Materias:
Acceso en línea:http://cds.cern.ch/record/2690695
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author Gonzalez Carpintero, Mario
author_facet Gonzalez Carpintero, Mario
author_sort Gonzalez Carpintero, Mario
collection CERN
description The intention of this report is to give an overview both about the outcome of our project and the approach we have followed in order to reach it. The main achievement has been the implementation in the CMS Software of a way to perform Remote Direct Memory Access (RDMA) directly on the GPU of a remote server. The underlying motivation is the desire to offload work to the GPU of a remote machine in order to free the CPU resources of the local host, which can therefore be used for other purposes while the computation is taking place remotely. The goal is not only to use RDMA to make this communication possible, but also to do it with a good compromise between the overall latency and the CPU load on the client side.
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2019
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spelling cern-26906952019-09-30T06:29:59Zhttp://cds.cern.ch/record/2690695engGonzalez Carpintero, MarioREMOTE GPU OFFLOADING IN CMSSWPhysics in GeneralThe intention of this report is to give an overview both about the outcome of our project and the approach we have followed in order to reach it. The main achievement has been the implementation in the CMS Software of a way to perform Remote Direct Memory Access (RDMA) directly on the GPU of a remote server. The underlying motivation is the desire to offload work to the GPU of a remote machine in order to free the CPU resources of the local host, which can therefore be used for other purposes while the computation is taking place remotely. The goal is not only to use RDMA to make this communication possible, but also to do it with a good compromise between the overall latency and the CPU load on the client side.CERN-STUDENTS-Note-2019-227oai:cds.cern.ch:26906952019-09-25
spellingShingle Physics in General
Gonzalez Carpintero, Mario
REMOTE GPU OFFLOADING IN CMSSW
title REMOTE GPU OFFLOADING IN CMSSW
title_full REMOTE GPU OFFLOADING IN CMSSW
title_fullStr REMOTE GPU OFFLOADING IN CMSSW
title_full_unstemmed REMOTE GPU OFFLOADING IN CMSSW
title_short REMOTE GPU OFFLOADING IN CMSSW
title_sort remote gpu offloading in cmssw
topic Physics in General
url http://cds.cern.ch/record/2690695
work_keys_str_mv AT gonzalezcarpinteromario remotegpuoffloadingincmssw