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HBase / Phoenix-based Data Collection and Storage for the ATLAS EventIndex
The ATLAS EventIndex is the global catalogue of all ATLAS real and simulated events. During the LHC long shutdown between Run 2 (2015-2018) and Run 3 (2022-2025) its components were substantially revised, and a new system has been deployed for the start of Run 3 in Spring 2022. The new core storage...
Autores principales: | , , , , |
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Lenguaje: | eng |
Publicado: |
2023
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Materias: | |
Acceso en línea: | http://cds.cern.ch/record/2853549 |
_version_ | 1780977219906043904 |
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author | Garcia Montoro, Carlos Sanchez Martinez, Francisco Javier Barberis, Dario Gonzalez De La Hoz, Santiago Salt, Jose |
author_facet | Garcia Montoro, Carlos Sanchez Martinez, Francisco Javier Barberis, Dario Gonzalez De La Hoz, Santiago Salt, Jose |
author_sort | Garcia Montoro, Carlos |
collection | CERN |
description | The ATLAS EventIndex is the global catalogue of all ATLAS real and simulated events. During the LHC long shutdown between Run 2 (2015-2018) and Run 3 (2022-2025) its components were substantially revised, and a new system has been deployed for the start of Run 3 in Spring 2022. The new core storage system is based on HBase tables with a Phoenix interface. It allows faster data ingestion rates and scales better than the old system. This paper describes the data collection, the technical design of the core storage, and the properties that make it performant: The compact and optimized design of the events table, which already holds more than 400 billion entries, and all the auxiliary tables; The EventIndex Supervisor, in charge of orchestrating the whole data collection, has been simplified thanks to the loaders, the Spark jobs that load the data into the new core system. The extractors, in charge of preparing the pieces of data that the loaders will put into the final back-end, have been updated too. The data migration from HDFS to HBase and Phoenix is also described. |
id | cern-2853549 |
institution | Organización Europea para la Investigación Nuclear |
language | eng |
publishDate | 2023 |
record_format | invenio |
spelling | cern-28535492023-03-31T09:10:03Zhttp://cds.cern.ch/record/2853549engGarcia Montoro, CarlosSanchez Martinez, Francisco JavierBarberis, DarioGonzalez De La Hoz, SantiagoSalt, JoseHBase / Phoenix-based Data Collection and Storage for the ATLAS EventIndexParticle Physics - ExperimentThe ATLAS EventIndex is the global catalogue of all ATLAS real and simulated events. During the LHC long shutdown between Run 2 (2015-2018) and Run 3 (2022-2025) its components were substantially revised, and a new system has been deployed for the start of Run 3 in Spring 2022. The new core storage system is based on HBase tables with a Phoenix interface. It allows faster data ingestion rates and scales better than the old system. This paper describes the data collection, the technical design of the core storage, and the properties that make it performant: The compact and optimized design of the events table, which already holds more than 400 billion entries, and all the auxiliary tables; The EventIndex Supervisor, in charge of orchestrating the whole data collection, has been simplified thanks to the loaders, the Spark jobs that load the data into the new core system. The extractors, in charge of preparing the pieces of data that the loaders will put into the final back-end, have been updated too. The data migration from HDFS to HBase and Phoenix is also described.ATL-SOFT-SLIDE-2023-033oai:cds.cern.ch:28535492023-03-26 |
spellingShingle | Particle Physics - Experiment Garcia Montoro, Carlos Sanchez Martinez, Francisco Javier Barberis, Dario Gonzalez De La Hoz, Santiago Salt, Jose HBase / Phoenix-based Data Collection and Storage for the ATLAS EventIndex |
title | HBase / Phoenix-based Data Collection and Storage for the ATLAS EventIndex |
title_full | HBase / Phoenix-based Data Collection and Storage for the ATLAS EventIndex |
title_fullStr | HBase / Phoenix-based Data Collection and Storage for the ATLAS EventIndex |
title_full_unstemmed | HBase / Phoenix-based Data Collection and Storage for the ATLAS EventIndex |
title_short | HBase / Phoenix-based Data Collection and Storage for the ATLAS EventIndex |
title_sort | hbase / phoenix-based data collection and storage for the atlas eventindex |
topic | Particle Physics - Experiment |
url | http://cds.cern.ch/record/2853549 |
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