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A prototype for the evolution of the ATLAS EventIndex based on Apache Kudu storage

The ATLAS EventIndex has been in operation since the beginning of LHC Run 2 in 2015. Like all software projects, its components have been constantly evolving and improving in performance. The main data store in Hadoop, based on MapFiles and HBase, can work for the rest of Run 2 but new solutions are...

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Autores principales: Baranowski, Zbigniew, Barberis, Dario, Canali, Luca, Fernandez Casani, Alvaro, Gallas, Elizabeth, Garcia Montoro, Carlos, Gonzalez de la Hoz, Santiago, Hrivnac, Julius, Prokoshin, Fedor, Rybkin, Grigori, Salt, José, Sánchez, Javier, Villaplana Perez, Miguel
Lenguaje:eng
Publicado: 2018
Materias:
Acceso en línea:http://cds.cern.ch/record/2628215
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author Baranowski, Zbigniew
Barberis, Dario
Canali, Luca
Fernandez Casani, Alvaro
Gallas, Elizabeth
Garcia Montoro, Carlos
Gonzalez de la Hoz, Santiago
Hrivnac, Julius
Prokoshin, Fedor
Rybkin, Grigori
Salt, José
Sánchez, Javier
Villaplana Perez, Miguel
author_facet Baranowski, Zbigniew
Barberis, Dario
Canali, Luca
Fernandez Casani, Alvaro
Gallas, Elizabeth
Garcia Montoro, Carlos
Gonzalez de la Hoz, Santiago
Hrivnac, Julius
Prokoshin, Fedor
Rybkin, Grigori
Salt, José
Sánchez, Javier
Villaplana Perez, Miguel
author_sort Baranowski, Zbigniew
collection CERN
description The ATLAS EventIndex has been in operation since the beginning of LHC Run 2 in 2015. Like all software projects, its components have been constantly evolving and improving in performance. The main data store in Hadoop, based on MapFiles and HBase, can work for the rest of Run 2 but new solutions are explored for the future. Kudu offers an interesting environment, with a mixture of BigData and relational database features, which looked promising at the design level and is used to build a prototype to measure the scaling capabilities as functions of data input rates, total data volumes and date query and retrieval rates. An extension of the EventIndex functionalities to support the concept of Virtual Datasets produced additional requirements that are tested on the same Kudu prototype, in order to estimate the system performance and response times for different internal data organisations. This paper reports on the selected data schemas and on the current performance measurements with the Kudu prototype.
id cern-2628215
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2018
record_format invenio
spelling cern-26282152019-09-30T06:29:59Zhttp://cds.cern.ch/record/2628215engBaranowski, ZbigniewBarberis, DarioCanali, LucaFernandez Casani, AlvaroGallas, ElizabethGarcia Montoro, CarlosGonzalez de la Hoz, SantiagoHrivnac, JuliusProkoshin, FedorRybkin, GrigoriSalt, JoséSánchez, JavierVillaplana Perez, MiguelA prototype for the evolution of the ATLAS EventIndex based on Apache Kudu storageParticle Physics - ExperimentThe ATLAS EventIndex has been in operation since the beginning of LHC Run 2 in 2015. Like all software projects, its components have been constantly evolving and improving in performance. The main data store in Hadoop, based on MapFiles and HBase, can work for the rest of Run 2 but new solutions are explored for the future. Kudu offers an interesting environment, with a mixture of BigData and relational database features, which looked promising at the design level and is used to build a prototype to measure the scaling capabilities as functions of data input rates, total data volumes and date query and retrieval rates. An extension of the EventIndex functionalities to support the concept of Virtual Datasets produced additional requirements that are tested on the same Kudu prototype, in order to estimate the system performance and response times for different internal data organisations. This paper reports on the selected data schemas and on the current performance measurements with the Kudu prototype.ATL-SOFT-SLIDE-2018-443oai:cds.cern.ch:26282152018-07-02
spellingShingle Particle Physics - Experiment
Baranowski, Zbigniew
Barberis, Dario
Canali, Luca
Fernandez Casani, Alvaro
Gallas, Elizabeth
Garcia Montoro, Carlos
Gonzalez de la Hoz, Santiago
Hrivnac, Julius
Prokoshin, Fedor
Rybkin, Grigori
Salt, José
Sánchez, Javier
Villaplana Perez, Miguel
A prototype for the evolution of the ATLAS EventIndex based on Apache Kudu storage
title A prototype for the evolution of the ATLAS EventIndex based on Apache Kudu storage
title_full A prototype for the evolution of the ATLAS EventIndex based on Apache Kudu storage
title_fullStr A prototype for the evolution of the ATLAS EventIndex based on Apache Kudu storage
title_full_unstemmed A prototype for the evolution of the ATLAS EventIndex based on Apache Kudu storage
title_short A prototype for the evolution of the ATLAS EventIndex based on Apache Kudu storage
title_sort prototype for the evolution of the atlas eventindex based on apache kudu storage
topic Particle Physics - Experiment
url http://cds.cern.ch/record/2628215
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