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ATLAS Event Store and I/O developments in support for Production and Analysis in Run 3

During the long shutdown, ATLAS is preparing several fundamental changes to its offline event processing framework and analysis model. These include moving to multi-threaded reconstruction and simulation and reducing data duplication during derivation analysis by producing a combined mini-xAOD strea...

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Detalles Bibliográficos
Autores principales: Nowak, Marcin, Van Gemmeren, Peter, Cranshaw, Jack
Lenguaje:eng
Publicado: 2019
Materias:
Acceso en línea:http://cds.cern.ch/record/2694039
Descripción
Sumario:During the long shutdown, ATLAS is preparing several fundamental changes to its offline event processing framework and analysis model. These include moving to multi-threaded reconstruction and simulation and reducing data duplication during derivation analysis by producing a combined mini-xAOD stream. These changes will allow ATLAS to take advantage of the higher luminosity at Run 3 without overstraining processing and storage capabilities. They also require significant changes to the underlying event store and the I/O framework to support them. These changes and their effects are discussed in the presentation: * The Run 2 I/O framework was overhauled to be thread-safe and minimize serial bottlenecks. * For object navigation, new immutable references are deployed, which don’t rely on storage container entry number so data can be merged in-memory. * Filter decisions can be used to annotate combined output stream allowing for fast event selection on input. * Compression algorithms and settings were optimized to allow efficient reading of event selections.