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The ALICE High Level Trigger: status and plans

The ALICE High Level Trigger (HLT) is an online reconstruction, triggering and data compression system used in the ALICE experiment at CERN. Unique among the LHC experiments, it extensively uses modern coprocessor technologies like general purpose graphic processing units (GPGPU) and field programma...

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Autores principales: Krzewicki, Mikolaj, Rohr, David, Gorbunov, Sergey, Breitner, Timo, Lehrbach, Johannes, Lindenstruth, Volker, Berzano, Dario
Lenguaje:eng
Publicado: 2015
Materias:
Acceso en línea:https://dx.doi.org/10.1088/1742-6596/664/8/082023
http://cds.cern.ch/record/2134633
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author Krzewicki, Mikolaj
Rohr, David
Gorbunov, Sergey
Breitner, Timo
Lehrbach, Johannes
Lindenstruth, Volker
Berzano, Dario
author_facet Krzewicki, Mikolaj
Rohr, David
Gorbunov, Sergey
Breitner, Timo
Lehrbach, Johannes
Lindenstruth, Volker
Berzano, Dario
author_sort Krzewicki, Mikolaj
collection CERN
description The ALICE High Level Trigger (HLT) is an online reconstruction, triggering and data compression system used in the ALICE experiment at CERN. Unique among the LHC experiments, it extensively uses modern coprocessor technologies like general purpose graphic processing units (GPGPU) and field programmable gate arrays (FPGA) in the data flow. Realtime data compression is performed using a cluster finder algorithm implemented on FPGA boards. These data, instead of raw clusters, are used in the subsequent processing and storage, resulting in a compression factor of around 4. Track finding is performed using a cellular automaton and a Kalman filter algorithm on GPGPU hardware, where both CUDA and OpenCL technologies can be used interchangeably. The ALICE upgrade requires further development of online concepts to include detector calibration and stronger data compression. The current HLT farm will be used as a test bed for online calibration and both synchronous and asynchronous processing frameworks already before the upgrade, during Run 2. For opportunistic use as a Grid computing site during periods of inactivity of the experiment a virtualisation based setup is deployed.
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2015
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spelling oai-inspirehep.net-14140492022-08-10T13:01:04Zdoi:10.1088/1742-6596/664/8/082023http://cds.cern.ch/record/2134633engKrzewicki, MikolajRohr, DavidGorbunov, SergeyBreitner, TimoLehrbach, JohannesLindenstruth, VolkerBerzano, DarioThe ALICE High Level Trigger: status and plansComputing and ComputersThe ALICE High Level Trigger (HLT) is an online reconstruction, triggering and data compression system used in the ALICE experiment at CERN. Unique among the LHC experiments, it extensively uses modern coprocessor technologies like general purpose graphic processing units (GPGPU) and field programmable gate arrays (FPGA) in the data flow. Realtime data compression is performed using a cluster finder algorithm implemented on FPGA boards. These data, instead of raw clusters, are used in the subsequent processing and storage, resulting in a compression factor of around 4. Track finding is performed using a cellular automaton and a Kalman filter algorithm on GPGPU hardware, where both CUDA and OpenCL technologies can be used interchangeably. The ALICE upgrade requires further development of online concepts to include detector calibration and stronger data compression. The current HLT farm will be used as a test bed for online calibration and both synchronous and asynchronous processing frameworks already before the upgrade, during Run 2. For opportunistic use as a Grid computing site during periods of inactivity of the experiment a virtualisation based setup is deployed.oai:inspirehep.net:14140492015
spellingShingle Computing and Computers
Krzewicki, Mikolaj
Rohr, David
Gorbunov, Sergey
Breitner, Timo
Lehrbach, Johannes
Lindenstruth, Volker
Berzano, Dario
The ALICE High Level Trigger: status and plans
title The ALICE High Level Trigger: status and plans
title_full The ALICE High Level Trigger: status and plans
title_fullStr The ALICE High Level Trigger: status and plans
title_full_unstemmed The ALICE High Level Trigger: status and plans
title_short The ALICE High Level Trigger: status and plans
title_sort alice high level trigger: status and plans
topic Computing and Computers
url https://dx.doi.org/10.1088/1742-6596/664/8/082023
http://cds.cern.ch/record/2134633
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