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Performance and Upgrade Plans of the LHCb Trigger System

The trigger of the LHCb experiment consists of two stages : an initial hardware trigger, and a high-level trigger implemented in a farm of parallel-processing CPUs. It reduces the event rate from an input of 15 MHz to an output rate of around 4 kHz. In order to maximize efficiencies and minimize bia...

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Autor principal: Gligorov, Vladimir V
Lenguaje:eng
Publicado: 2012
Materias:
Acceso en línea:https://dx.doi.org/10.1016/j.nima.2012.08.076
http://cds.cern.ch/record/1443000
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author Gligorov, Vladimir V
author_facet Gligorov, Vladimir V
author_sort Gligorov, Vladimir V
collection CERN
description The trigger of the LHCb experiment consists of two stages : an initial hardware trigger, and a high-level trigger implemented in a farm of parallel-processing CPUs. It reduces the event rate from an input of 15 MHz to an output rate of around 4 kHz. In order to maximize efficiencies and minimize biases, the trigger is designed around inclusive selection algorithms, culminating in a novel boosted decision tree which enables the efficient selection of beauty hadron decays based on a robust partial reconstruction of their decay products. In order to improve performance, the LHCb upgrade aims to significantly increase the rate at which the detector will be read out, and hence shift more of the workload onto the high-level trigger. It is demonstrated that the current high-level trigger architecture will be able to meet this challenge, and the expected efficiencies in several key channels are discussed in context of the LHCb upgrade.
id cern-1443000
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2012
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spelling cern-14430002019-09-30T06:29:59Zdoi:10.1016/j.nima.2012.08.076http://cds.cern.ch/record/1443000engGligorov, Vladimir VPerformance and Upgrade Plans of the LHCb Trigger SystemDetectors and Experimental TechniquesThe trigger of the LHCb experiment consists of two stages : an initial hardware trigger, and a high-level trigger implemented in a farm of parallel-processing CPUs. It reduces the event rate from an input of 15 MHz to an output rate of around 4 kHz. In order to maximize efficiencies and minimize biases, the trigger is designed around inclusive selection algorithms, culminating in a novel boosted decision tree which enables the efficient selection of beauty hadron decays based on a robust partial reconstruction of their decay products. In order to improve performance, the LHCb upgrade aims to significantly increase the rate at which the detector will be read out, and hence shift more of the workload onto the high-level trigger. It is demonstrated that the current high-level trigger architecture will be able to meet this challenge, and the expected efficiencies in several key channels are discussed in context of the LHCb upgrade.LHCb-PROC-2012-018CERN-LHCb-PROC-2012-018oai:cds.cern.ch:14430002012-06-14
spellingShingle Detectors and Experimental Techniques
Gligorov, Vladimir V
Performance and Upgrade Plans of the LHCb Trigger System
title Performance and Upgrade Plans of the LHCb Trigger System
title_full Performance and Upgrade Plans of the LHCb Trigger System
title_fullStr Performance and Upgrade Plans of the LHCb Trigger System
title_full_unstemmed Performance and Upgrade Plans of the LHCb Trigger System
title_short Performance and Upgrade Plans of the LHCb Trigger System
title_sort performance and upgrade plans of the lhcb trigger system
topic Detectors and Experimental Techniques
url https://dx.doi.org/10.1016/j.nima.2012.08.076
http://cds.cern.ch/record/1443000
work_keys_str_mv AT gligorovvladimirv performanceandupgradeplansofthelhcbtriggersystem