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Dual-use tools and systematics-aware analysis workflows in the ATLAS Run-2 analysis model

The ATLAS analysis model has been overhauled for the upcoming run of data collection in 2015 at 13 TeV. One key component of this upgrade was the Event Data Model (EDM), which now allows for greater flexibility in the choice of analysis software framework and provides powerful new features that can...

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Autores principales: FARRELL, Steven, Adams, David, Calafiura, Paolo, Delsart, Pierre-Antoine, Elsing, Markus, Koeneke, Karsten, Krasznahorkay, Attila, Krumnack, Nils, Lancon, Eric, Lavrijsen, Wim, Laycock, Paul, Lei, Xiaowen, Strandberg, Sara Kristina, Verkerke, Wouter, Vivarelli, Iacopo, Woudstra, Martin
Lenguaje:eng
Publicado: 2015
Materias:
Acceso en línea:https://dx.doi.org/10.1088/1742-6596/664/3/032007
http://cds.cern.ch/record/2015229
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author FARRELL, Steven
Adams, David
Calafiura, Paolo
Delsart, Pierre-Antoine
Elsing, Markus
Koeneke, Karsten
Krasznahorkay, Attila
Krumnack, Nils
Lancon, Eric
Lavrijsen, Wim
Laycock, Paul
Lei, Xiaowen
Strandberg, Sara Kristina
Verkerke, Wouter
Vivarelli, Iacopo
Woudstra, Martin
author_facet FARRELL, Steven
Adams, David
Calafiura, Paolo
Delsart, Pierre-Antoine
Elsing, Markus
Koeneke, Karsten
Krasznahorkay, Attila
Krumnack, Nils
Lancon, Eric
Lavrijsen, Wim
Laycock, Paul
Lei, Xiaowen
Strandberg, Sara Kristina
Verkerke, Wouter
Vivarelli, Iacopo
Woudstra, Martin
author_sort FARRELL, Steven
collection CERN
description The ATLAS analysis model has been overhauled for the upcoming run of data collection in 2015 at 13 TeV. One key component of this upgrade was the Event Data Model (EDM), which now allows for greater flexibility in the choice of analysis software framework and provides powerful new features that can be exploited by analysis software tools. A second key component of the upgrade is the introduction of a dual-use tool technology, which provides abstract interfaces for analysis software tools to run in either the Athena framework or a ROOT-based framework. The tool interfaces, including a new interface for handling systematic uncertainties, have been standardized for the development of improved analysis workflows and consolidation of high-level analysis tools. This paper will cover the details of the dual-use tool functionality, the systematics interface, and how these features fit into a centrally supported analysis environment.
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2015
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spelling cern-20152292022-08-10T13:08:40Zdoi:10.1088/1742-6596/664/3/032007http://cds.cern.ch/record/2015229engFARRELL, StevenAdams, DavidCalafiura, PaoloDelsart, Pierre-AntoineElsing, MarkusKoeneke, KarstenKrasznahorkay, AttilaKrumnack, NilsLancon, EricLavrijsen, WimLaycock, PaulLei, XiaowenStrandberg, Sara KristinaVerkerke, WouterVivarelli, IacopoWoudstra, MartinDual-use tools and systematics-aware analysis workflows in the ATLAS Run-2 analysis modelParticle Physics - ExperimentThe ATLAS analysis model has been overhauled for the upcoming run of data collection in 2015 at 13 TeV. One key component of this upgrade was the Event Data Model (EDM), which now allows for greater flexibility in the choice of analysis software framework and provides powerful new features that can be exploited by analysis software tools. A second key component of the upgrade is the introduction of a dual-use tool technology, which provides abstract interfaces for analysis software tools to run in either the Athena framework or a ROOT-based framework. The tool interfaces, including a new interface for handling systematic uncertainties, have been standardized for the development of improved analysis workflows and consolidation of high-level analysis tools. This paper will cover the details of the dual-use tool functionality, the systematics interface, and how these features fit into a centrally supported analysis environment.ATL-SOFT-PROC-2015-019oai:cds.cern.ch:20152292015-05-11
spellingShingle Particle Physics - Experiment
FARRELL, Steven
Adams, David
Calafiura, Paolo
Delsart, Pierre-Antoine
Elsing, Markus
Koeneke, Karsten
Krasznahorkay, Attila
Krumnack, Nils
Lancon, Eric
Lavrijsen, Wim
Laycock, Paul
Lei, Xiaowen
Strandberg, Sara Kristina
Verkerke, Wouter
Vivarelli, Iacopo
Woudstra, Martin
Dual-use tools and systematics-aware analysis workflows in the ATLAS Run-2 analysis model
title Dual-use tools and systematics-aware analysis workflows in the ATLAS Run-2 analysis model
title_full Dual-use tools and systematics-aware analysis workflows in the ATLAS Run-2 analysis model
title_fullStr Dual-use tools and systematics-aware analysis workflows in the ATLAS Run-2 analysis model
title_full_unstemmed Dual-use tools and systematics-aware analysis workflows in the ATLAS Run-2 analysis model
title_short Dual-use tools and systematics-aware analysis workflows in the ATLAS Run-2 analysis model
title_sort dual-use tools and systematics-aware analysis workflows in the atlas run-2 analysis model
topic Particle Physics - Experiment
url https://dx.doi.org/10.1088/1742-6596/664/3/032007
http://cds.cern.ch/record/2015229
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