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Scaling up ATLAS Database Release Technology for the LHC Long Run

To overcome scalability limitations in database access on the Grid, ATLAS introduced the Database Release technology replicating databases in files. For years Database Release technology assured scalable database access for Monte Carlo production on the Grid. Since previous CHEP, Database Release te...

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Detalles Bibliográficos
Autores principales: Borodin, M, Nevski, P, Vaniachine, A
Lenguaje:eng
Publicado: 2010
Materias:
Acceso en línea:http://cds.cern.ch/record/1300486
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author Borodin, M
Nevski, P
Vaniachine, A
author_facet Borodin, M
Nevski, P
Vaniachine, A
author_sort Borodin, M
collection CERN
description To overcome scalability limitations in database access on the Grid, ATLAS introduced the Database Release technology replicating databases in files. For years Database Release technology assured scalable database access for Monte Carlo production on the Grid. Since previous CHEP, Database Release technology was used successfully in ATLAS data reprocessing on the Grid. Frozen Conditions DB snapshot guarantees reproducibility and transactional consistency isolating Grid data processing tasks from continuous conditions updates at the “live” Oracle server. Database Release technology fully satisfies the requirements of ATLAS data reprocessing and Monte Carlo production. It is fast (on-demand access to ~100 MB of data takes less than 10 s), robust (failure rate less than 10**-6 per job that makes 10K queries), and scalable (served 1B queries in one of the reprocessing campaigns). We parallelized the Database Release build workflow to avoid linear dependency of the build time on the length of LHC data-taking period. In recent data reprocessing campaigns the build time was reduced by an order of magnitude thanks to a proven master-worker architecture used in the Google MapReduce. We describe further Database Release optimizations scaling up the technology for the LHC long run.
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2010
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spelling cern-13004862019-09-30T06:29:59Zhttp://cds.cern.ch/record/1300486engBorodin, MNevski, PVaniachine, AScaling up ATLAS Database Release Technology for the LHC Long RunDetectors and Experimental TechniquesTo overcome scalability limitations in database access on the Grid, ATLAS introduced the Database Release technology replicating databases in files. For years Database Release technology assured scalable database access for Monte Carlo production on the Grid. Since previous CHEP, Database Release technology was used successfully in ATLAS data reprocessing on the Grid. Frozen Conditions DB snapshot guarantees reproducibility and transactional consistency isolating Grid data processing tasks from continuous conditions updates at the “live” Oracle server. Database Release technology fully satisfies the requirements of ATLAS data reprocessing and Monte Carlo production. It is fast (on-demand access to ~100 MB of data takes less than 10 s), robust (failure rate less than 10**-6 per job that makes 10K queries), and scalable (served 1B queries in one of the reprocessing campaigns). We parallelized the Database Release build workflow to avoid linear dependency of the build time on the length of LHC data-taking period. In recent data reprocessing campaigns the build time was reduced by an order of magnitude thanks to a proven master-worker architecture used in the Google MapReduce. We describe further Database Release optimizations scaling up the technology for the LHC long run.ATL-SOFT-SLIDE-2010-405oai:cds.cern.ch:13004862010-10-16
spellingShingle Detectors and Experimental Techniques
Borodin, M
Nevski, P
Vaniachine, A
Scaling up ATLAS Database Release Technology for the LHC Long Run
title Scaling up ATLAS Database Release Technology for the LHC Long Run
title_full Scaling up ATLAS Database Release Technology for the LHC Long Run
title_fullStr Scaling up ATLAS Database Release Technology for the LHC Long Run
title_full_unstemmed Scaling up ATLAS Database Release Technology for the LHC Long Run
title_short Scaling up ATLAS Database Release Technology for the LHC Long Run
title_sort scaling up atlas database release technology for the lhc long run
topic Detectors and Experimental Techniques
url http://cds.cern.ch/record/1300486
work_keys_str_mv AT borodinm scalingupatlasdatabasereleasetechnologyforthelhclongrun
AT nevskip scalingupatlasdatabasereleasetechnologyforthelhclongrun
AT vaniachinea scalingupatlasdatabasereleasetechnologyforthelhclongrun