Development of a data infrastructure for a global data and analysis center in astroparticle physics
Nowadays astroparticle physics faces a rapid data volume increase. Meanwhile, there are still challenges of testing the theoretical models for clarifying the origin of cosmic rays by applying a multi-messenger approach, machine learning and investigation of the phenomena related to the rare statisti...
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ftdatacite:10.48550/arxiv.1907.02335 2023-05-15T18:30:36+02:00 Development of a data infrastructure for a global data and analysis center in astroparticle physics Tokareva, V. Haungs, A. Kang, D. Kostunin, D. Polgart, F. Wochele, D. Wochele, J. 2019 https://dx.doi.org/10.48550/arxiv.1907.02335 https://arxiv.org/abs/1907.02335 unknown arXiv arXiv.org perpetual, non-exclusive license http://arxiv.org/licenses/nonexclusive-distrib/1.0/ Instrumentation and Methods for Astrophysics astro-ph.IM Distributed, Parallel, and Cluster Computing cs.DC FOS Physical sciences FOS Computer and information sciences Article CreativeWork article Preprint 2019 ftdatacite https://doi.org/10.48550/arxiv.1907.02335 2022-03-10T16:41:39Z Nowadays astroparticle physics faces a rapid data volume increase. Meanwhile, there are still challenges of testing the theoretical models for clarifying the origin of cosmic rays by applying a multi-messenger approach, machine learning and investigation of the phenomena related to the rare statistics in detecting incoming particles. The problems are related to the accurate data mapping and data management as well as to the distributed storage and high-performance data processing. In particular, one could be interested in employing such solutions in study of air-showers induced by ultra-high energy cosmic and gamma rays, testing new hypotheses of hadronic interaction or cross-calibration of different experiments. KASCADE (Karlsruhe, Germany) and TAIGA (Tunka valley, Russia) are experiments in the field of astroparticle physics, aiming at the detection of cosmic-ray air-showers, induced by the primaries in the energy range of about hundreds TeVs to hundreds PeVs. They are located at the same latitude and have an overlap in operation runs. These factors determine the interest in performing a joint analysis of these data. In the German-Russian Astroparticle Data Life Cycle Initiative (GRADLCI), modern technologies of the distributed data management are being employed for establishing a reliable open access to the experimental cosmic-ray physics data collected by KASCADE and the Tunka-133 setup of TAIGA. : 8 pages, 2 figures, The III International Workshop "Data life cycle in physics" (DLC-2019) Article in Journal/Newspaper taiga DataCite Metadata Store (German National Library of Science and Technology) |
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DataCite Metadata Store (German National Library of Science and Technology) |
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Instrumentation and Methods for Astrophysics astro-ph.IM Distributed, Parallel, and Cluster Computing cs.DC FOS Physical sciences FOS Computer and information sciences |
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Instrumentation and Methods for Astrophysics astro-ph.IM Distributed, Parallel, and Cluster Computing cs.DC FOS Physical sciences FOS Computer and information sciences Tokareva, V. Haungs, A. Kang, D. Kostunin, D. Polgart, F. Wochele, D. Wochele, J. Development of a data infrastructure for a global data and analysis center in astroparticle physics |
topic_facet |
Instrumentation and Methods for Astrophysics astro-ph.IM Distributed, Parallel, and Cluster Computing cs.DC FOS Physical sciences FOS Computer and information sciences |
description |
Nowadays astroparticle physics faces a rapid data volume increase. Meanwhile, there are still challenges of testing the theoretical models for clarifying the origin of cosmic rays by applying a multi-messenger approach, machine learning and investigation of the phenomena related to the rare statistics in detecting incoming particles. The problems are related to the accurate data mapping and data management as well as to the distributed storage and high-performance data processing. In particular, one could be interested in employing such solutions in study of air-showers induced by ultra-high energy cosmic and gamma rays, testing new hypotheses of hadronic interaction or cross-calibration of different experiments. KASCADE (Karlsruhe, Germany) and TAIGA (Tunka valley, Russia) are experiments in the field of astroparticle physics, aiming at the detection of cosmic-ray air-showers, induced by the primaries in the energy range of about hundreds TeVs to hundreds PeVs. They are located at the same latitude and have an overlap in operation runs. These factors determine the interest in performing a joint analysis of these data. In the German-Russian Astroparticle Data Life Cycle Initiative (GRADLCI), modern technologies of the distributed data management are being employed for establishing a reliable open access to the experimental cosmic-ray physics data collected by KASCADE and the Tunka-133 setup of TAIGA. : 8 pages, 2 figures, The III International Workshop "Data life cycle in physics" (DLC-2019) |
format |
Article in Journal/Newspaper |
author |
Tokareva, V. Haungs, A. Kang, D. Kostunin, D. Polgart, F. Wochele, D. Wochele, J. |
author_facet |
Tokareva, V. Haungs, A. Kang, D. Kostunin, D. Polgart, F. Wochele, D. Wochele, J. |
author_sort |
Tokareva, V. |
title |
Development of a data infrastructure for a global data and analysis center in astroparticle physics |
title_short |
Development of a data infrastructure for a global data and analysis center in astroparticle physics |
title_full |
Development of a data infrastructure for a global data and analysis center in astroparticle physics |
title_fullStr |
Development of a data infrastructure for a global data and analysis center in astroparticle physics |
title_full_unstemmed |
Development of a data infrastructure for a global data and analysis center in astroparticle physics |
title_sort |
development of a data infrastructure for a global data and analysis center in astroparticle physics |
publisher |
arXiv |
publishDate |
2019 |
url |
https://dx.doi.org/10.48550/arxiv.1907.02335 https://arxiv.org/abs/1907.02335 |
genre |
taiga |
genre_facet |
taiga |
op_rights |
arXiv.org perpetual, non-exclusive license http://arxiv.org/licenses/nonexclusive-distrib/1.0/ |
op_doi |
https://doi.org/10.48550/arxiv.1907.02335 |
_version_ |
1766214153023782912 |