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An Oracle-based event index for ATLAS

The ATLAS Eventlndex System has amassed a set of key quantities for a large number of ATLAS events into a Hadoop based infrastructure for the purpose of providing the experiment with a number of event-wise services. Collecting this data in one place provides the opportunity to investigate various st...

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Autores principales: Gallas, Elizabeth, Dimitrov, Gancho, Petrova, Petya Tsvetanova, Baranowski, Zbigniew, Canali, Luca, Dumitru, Andrei, Formica, Andrea
Lenguaje:eng
Publicado: 2017
Materias:
Acceso en línea:https://dx.doi.org/10.1088/1742-6596/898/4/042033
http://cds.cern.ch/record/2252389
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author Gallas, Elizabeth
Dimitrov, Gancho
Petrova, Petya Tsvetanova
Baranowski, Zbigniew
Canali, Luca
Dumitru, Andrei
Formica, Andrea
author_facet Gallas, Elizabeth
Dimitrov, Gancho
Petrova, Petya Tsvetanova
Baranowski, Zbigniew
Canali, Luca
Dumitru, Andrei
Formica, Andrea
author_sort Gallas, Elizabeth
collection CERN
description The ATLAS Eventlndex System has amassed a set of key quantities for a large number of ATLAS events into a Hadoop based infrastructure for the purpose of providing the experiment with a number of event-wise services. Collecting this data in one place provides the opportunity to investigate various storage formats and technologies and assess which best serve the various use cases as well as consider what other benefits alternative storage systems provide. In this presentation we describe how the data are imported into an Oracle RDBMS (relational database management system), the services we have built based on this architecture, and our experience with it. We’ve indexed about 26 billion real data events thus far and have designed the system to accommodate future data which has expected rates of 5 and 20 billion events per year. We have found this system offers outstanding performance for some fundamental use cases. In addition, profiting from the co-location of this data with other complementary metadata in ATLAS, the system has been easily extended to perform essential assessments of data integrity and completeness and to identify event duplication, including at what step in processing the duplication occurred.
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2017
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spelling cern-22523892019-10-15T15:19:10Zdoi:10.1088/1742-6596/898/4/042033http://cds.cern.ch/record/2252389engGallas, ElizabethDimitrov, GanchoPetrova, Petya TsvetanovaBaranowski, ZbigniewCanali, LucaDumitru, AndreiFormica, AndreaAn Oracle-based event index for ATLASParticle Physics - ExperimentThe ATLAS Eventlndex System has amassed a set of key quantities for a large number of ATLAS events into a Hadoop based infrastructure for the purpose of providing the experiment with a number of event-wise services. Collecting this data in one place provides the opportunity to investigate various storage formats and technologies and assess which best serve the various use cases as well as consider what other benefits alternative storage systems provide. In this presentation we describe how the data are imported into an Oracle RDBMS (relational database management system), the services we have built based on this architecture, and our experience with it. We’ve indexed about 26 billion real data events thus far and have designed the system to accommodate future data which has expected rates of 5 and 20 billion events per year. We have found this system offers outstanding performance for some fundamental use cases. In addition, profiting from the co-location of this data with other complementary metadata in ATLAS, the system has been easily extended to perform essential assessments of data integrity and completeness and to identify event duplication, including at what step in processing the duplication occurred.ATL-SOFT-PROC-2017-048oai:cds.cern.ch:22523892017-02-14
spellingShingle Particle Physics - Experiment
Gallas, Elizabeth
Dimitrov, Gancho
Petrova, Petya Tsvetanova
Baranowski, Zbigniew
Canali, Luca
Dumitru, Andrei
Formica, Andrea
An Oracle-based event index for ATLAS
title An Oracle-based event index for ATLAS
title_full An Oracle-based event index for ATLAS
title_fullStr An Oracle-based event index for ATLAS
title_full_unstemmed An Oracle-based event index for ATLAS
title_short An Oracle-based event index for ATLAS
title_sort oracle-based event index for atlas
topic Particle Physics - Experiment
url https://dx.doi.org/10.1088/1742-6596/898/4/042033
http://cds.cern.ch/record/2252389
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