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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...
Autores principales: | , , , , , , , , , , , , |
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Lenguaje: | eng |
Publicado: |
2018
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Materias: | |
Acceso en línea: | http://cds.cern.ch/record/2628215 |
_version_ | 1780959157547958272 |
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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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