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CRAB: Distributed analysis tool for CMS

CRAB: Distributed analysis tool for CMS. CMS has a distributed computing model, based on a hierarchy of tiered regional computing centres and adopts a data driven model for the end user analysis. This model foresees that jobs are submitted to the analysis resources where data are hosted. The increa...

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Detalles Bibliográficos
Autor principal: Sala, Leonardo
Lenguaje:eng
Publicado: 2009
Materias:
Acceso en línea:https://dx.doi.org/10.1063/1.4771868
http://cds.cern.ch/record/1358821
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author Sala, Leonardo
author_facet Sala, Leonardo
author_sort Sala, Leonardo
collection CERN
description CRAB: Distributed analysis tool for CMS. CMS has a distributed computing model, based on a hierarchy of tiered regional computing centres and adopts a data driven model for the end user analysis. This model foresees that jobs are submitted to the analysis resources where data are hosted. The increasing compexity of the whole computing infrastructure makes the simple analysis work¿ow more and more complicated for the end user. CMS has developed and deployed a dedicated tool named CRAB (CMS Remote Analysis Builder) in order to gurantee the physicists an ef¿cient access to the distributed data whilst hiding the underlying complexity. This tool is used by CMS to enable the running of physics analysis jobs in a transparent manner over data distributed across sites. It factorises out the interaction with the underlying batch farms, grid infrastructure and CMS data management tools, allowing the user to deal only with a simple and intuitive interface. We present the CRAB architecture, as well as the current status and lessons learnt in deploying this tool for use by the CMS collaboration. We also present the future development of the CRAB system.
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institution Organización Europea para la Investigación Nuclear
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spelling cern-13588212019-09-30T06:29:59Zdoi:10.1063/1.4771868http://cds.cern.ch/record/1358821engSala, LeonardoCRAB: Distributed analysis tool for CMSDetectors and Experimental TechniquesCRAB: Distributed analysis tool for CMS. CMS has a distributed computing model, based on a hierarchy of tiered regional computing centres and adopts a data driven model for the end user analysis. This model foresees that jobs are submitted to the analysis resources where data are hosted. The increasing compexity of the whole computing infrastructure makes the simple analysis work¿ow more and more complicated for the end user. CMS has developed and deployed a dedicated tool named CRAB (CMS Remote Analysis Builder) in order to gurantee the physicists an ef¿cient access to the distributed data whilst hiding the underlying complexity. This tool is used by CMS to enable the running of physics analysis jobs in a transparent manner over data distributed across sites. It factorises out the interaction with the underlying batch farms, grid infrastructure and CMS data management tools, allowing the user to deal only with a simple and intuitive interface. We present the CRAB architecture, as well as the current status and lessons learnt in deploying this tool for use by the CMS collaboration. We also present the future development of the CRAB system.CMS-CR-2009-318oai:cds.cern.ch:13588212009-10-16
spellingShingle Detectors and Experimental Techniques
Sala, Leonardo
CRAB: Distributed analysis tool for CMS
title CRAB: Distributed analysis tool for CMS
title_full CRAB: Distributed analysis tool for CMS
title_fullStr CRAB: Distributed analysis tool for CMS
title_full_unstemmed CRAB: Distributed analysis tool for CMS
title_short CRAB: Distributed analysis tool for CMS
title_sort crab: distributed analysis tool for cms
topic Detectors and Experimental Techniques
url https://dx.doi.org/10.1063/1.4771868
http://cds.cern.ch/record/1358821
work_keys_str_mv AT salaleonardo crabdistributedanalysistoolforcms