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...
Main Authors: | , , , , , , |
---|---|
Format: | Conference Object |
Language: | English |
Published: |
2019
|
Subjects: | |
Online Access: | https://bib-pubdb1.desy.de/record/434480 https://bib-pubdb1.desy.de/search?p=id:%22PUBDB-2020-00073%22 |
id |
ftdesyvdb:oai:bib-pubdb1.desy.de:434480 |
---|---|
record_format |
openpolar |
spelling |
ftdesyvdb:oai:bib-pubdb1.desy.de:434480 2023-05-15T18:30:34+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. DE 2019 https://bib-pubdb1.desy.de/record/434480 https://bib-pubdb1.desy.de/search?p=id:%22PUBDB-2020-00073%22 eng eng info:eu-repo/semantics/altIdentifier/doi/10.3204/PUBDB-2020-00073 info:eu-repo/semantics/altIdentifier/arxiv/arXiv:1907.02335 https://bib-pubdb1.desy.de/record/434480 https://bib-pubdb1.desy.de/search?p=id:%22PUBDB-2020-00073%22 info:eu-repo/semantics/openAccess 8 pp. (2019). doi:10.3204/PUBDB-2020-00073 III International Workshop Data life cycle in physics, DLC-2019, Irkutsk, Russia, 2019-04-02 - 2019-04-07 info:eu-repo/semantics/conferenceObject info:eu-repo/semantics/publishedVersion 2019 ftdesyvdb https://doi.org/10.3204/PUBDB-2020-00073 2022-06-30T20:20:41Z 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. Conference Object taiga DESY Publication Database (PUBDB) |
institution |
Open Polar |
collection |
DESY Publication Database (PUBDB) |
op_collection_id |
ftdesyvdb |
language |
English |
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. |
format |
Conference Object |
author |
Tokareva, V. Haungs, A. Kang, D. Kostunin, D. Polgart, F. Wochele, D. Wochele, J. |
spellingShingle |
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 |
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 |
publishDate |
2019 |
url |
https://bib-pubdb1.desy.de/record/434480 https://bib-pubdb1.desy.de/search?p=id:%22PUBDB-2020-00073%22 |
op_coverage |
DE |
genre |
taiga |
genre_facet |
taiga |
op_source |
8 pp. (2019). doi:10.3204/PUBDB-2020-00073 III International Workshop Data life cycle in physics, DLC-2019, Irkutsk, Russia, 2019-04-02 - 2019-04-07 |
op_relation |
info:eu-repo/semantics/altIdentifier/doi/10.3204/PUBDB-2020-00073 info:eu-repo/semantics/altIdentifier/arxiv/arXiv:1907.02335 https://bib-pubdb1.desy.de/record/434480 https://bib-pubdb1.desy.de/search?p=id:%22PUBDB-2020-00073%22 |
op_rights |
info:eu-repo/semantics/openAccess |
op_doi |
https://doi.org/10.3204/PUBDB-2020-00073 |
_version_ |
1766214093034749952 |