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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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Lenguaje: | eng |
Publicado: |
2009
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Acceso en línea: | https://dx.doi.org/10.1063/1.4771868 http://cds.cern.ch/record/1358821 |
_version_ | 1780922581675671552 |
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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. |
id | cern-1358821 |
institution | Organización Europea para la Investigación Nuclear |
language | eng |
publishDate | 2009 |
record_format | invenio |
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 |