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Evaluation of a high-performance storage buffer with 3D XPoint devices for the DUNE data acquisition system

The DUNE detector is a neutrino physics experiment that is expected to take data starting from 2028. The data acquisition (DAQ) system of the experiment is designed to sustain several TB/s of incoming data which will be temporarily buffered while being processed by a software based data selection sy...

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Autores principales: Abed Abud, Adam , Biery, Kurt, Chavez, Carlos, Ding, Pengfei, Flumerfelt, Eric, Freeman, John, Lehmann Miotto, Giovanna, Roda, Marco, Rodrigues, Philip, Sipos, Roland, Thea, Alessandro, Viren, Brett
Lenguaje:eng
Publicado: 2021
Materias:
Acceso en línea:https://dx.doi.org/10.1051/epjconf/202125104013
http://cds.cern.ch/record/2814365
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author Abed Abud, Adam 
Biery, Kurt
Chavez, Carlos
Ding, Pengfei
Flumerfelt, Eric
Freeman, John
Lehmann Miotto, Giovanna
Roda, Marco
Rodrigues, Philip
Sipos, Roland
Thea, Alessandro
Viren, Brett
author_facet Abed Abud, Adam 
Biery, Kurt
Chavez, Carlos
Ding, Pengfei
Flumerfelt, Eric
Freeman, John
Lehmann Miotto, Giovanna
Roda, Marco
Rodrigues, Philip
Sipos, Roland
Thea, Alessandro
Viren, Brett
author_sort Abed Abud, Adam 
collection CERN
description The DUNE detector is a neutrino physics experiment that is expected to take data starting from 2028. The data acquisition (DAQ) system of the experiment is designed to sustain several TB/s of incoming data which will be temporarily buffered while being processed by a software based data selection system. In DUNE, some rare physics processes (e.g. Supernovae Burst events) require storing the full complement of data produced over 1-2 minute window. These are recognised by the data selection system which fires a specific trigger decision. Upon reception of this decision data are moved from the temporary buffers to local, high performance, persistent storage devices. In this paper we characterize the performance of novel 3DXPoint SSD devices under different workloads suitable for high-performance storage applications. We then illustrate how such devices may be applied to the DUNE use-case: to store, upon a specific signal, 100 seconds of incoming data at 1.5 TB/s distributed among 150 identical units each operating at approximately 10GB/s.
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2021
record_format invenio
spelling cern-28143652022-08-17T17:37:59Zdoi:10.1051/epjconf/202125104013http://cds.cern.ch/record/2814365engAbed Abud, Adam Biery, KurtChavez, CarlosDing, PengfeiFlumerfelt, EricFreeman, JohnLehmann Miotto, GiovannaRoda, MarcoRodrigues, PhilipSipos, RolandThea, AlessandroViren, BrettEvaluation of a high-performance storage buffer with 3D XPoint devices for the DUNE data acquisition systemDetectors and Experimental TechniquesComputing and ComputersThe DUNE detector is a neutrino physics experiment that is expected to take data starting from 2028. The data acquisition (DAQ) system of the experiment is designed to sustain several TB/s of incoming data which will be temporarily buffered while being processed by a software based data selection system. In DUNE, some rare physics processes (e.g. Supernovae Burst events) require storing the full complement of data produced over 1-2 minute window. These are recognised by the data selection system which fires a specific trigger decision. Upon reception of this decision data are moved from the temporary buffers to local, high performance, persistent storage devices. In this paper we characterize the performance of novel 3DXPoint SSD devices under different workloads suitable for high-performance storage applications. We then illustrate how such devices may be applied to the DUNE use-case: to store, upon a specific signal, 100 seconds of incoming data at 1.5 TB/s distributed among 150 identical units each operating at approximately 10GB/s.FERMILAB-CONF-21-761-SCDoai:cds.cern.ch:28143652021
spellingShingle Detectors and Experimental Techniques
Computing and Computers
Abed Abud, Adam 
Biery, Kurt
Chavez, Carlos
Ding, Pengfei
Flumerfelt, Eric
Freeman, John
Lehmann Miotto, Giovanna
Roda, Marco
Rodrigues, Philip
Sipos, Roland
Thea, Alessandro
Viren, Brett
Evaluation of a high-performance storage buffer with 3D XPoint devices for the DUNE data acquisition system
title Evaluation of a high-performance storage buffer with 3D XPoint devices for the DUNE data acquisition system
title_full Evaluation of a high-performance storage buffer with 3D XPoint devices for the DUNE data acquisition system
title_fullStr Evaluation of a high-performance storage buffer with 3D XPoint devices for the DUNE data acquisition system
title_full_unstemmed Evaluation of a high-performance storage buffer with 3D XPoint devices for the DUNE data acquisition system
title_short Evaluation of a high-performance storage buffer with 3D XPoint devices for the DUNE data acquisition system
title_sort evaluation of a high-performance storage buffer with 3d xpoint devices for the dune data acquisition system
topic Detectors and Experimental Techniques
Computing and Computers
url https://dx.doi.org/10.1051/epjconf/202125104013
http://cds.cern.ch/record/2814365
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