Buchumschlag

Design and Implementation of the Fast Data Processing System for the Baikal-GVD Neutrino Telescope

Fuente: arXiv

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Bibliographische Detailangaben
Hauptverfasser:	Allakhverdyan, V. A., Avrorin, A. D., Avrorin, A. V., Aynutdinov, V. M., Belolaptikov, I. A., Berusova, Z., Bondarev, E. A., Borina, I. V., Budnev, N. M., Chadymov, V. A., Chepurnov, A. S., Dik, V. Y., Dmitriyeva, A. N., Domogatsky, G. V., Doroshenko, A. A., Dvornicky, R., Dyachok, A. N., Dzhilkibaev, Zh. -A. M., Eckerova, E., Elzhov, T. V., Fomin, V. N., Gafarov, A. R., Golubkov, K. V., Gress, T. I., Kebkal, K. G., Kebkal, V. K., Kharuk, I., Khokhlov, S. S., Khramov, E. V., Kolbin, M. M., Koligaev, S. O., Konischev, K. V., Korobchenko, A. V., Koshechkin, A. P., Kozhin, V. A., Kruglov, M. V., Kulepov, V. F., Kulikov, A. A., Lemeshev, Y. E., Lisitsin, M. V., Lovtsov, S. V., Mirgazov, R. R., Naumov, D. V., Nikolaev, A. S., Perevalova, I. A., Petrukhin, A. A., Petukhov, D. P., Pliskovsky, E. N., Rozanov, M. I., Ryabov, E. V., Safronov, G. B., Shaybonov, B. A., Shishkin, V. Y., Shirokov, E. V., Simkovic, F., Sirenko, A. E., Skurikhin, A. V., Solovjev, A. G., Sorokovikov, M. N., Stekl, I., Stromakov, A. P., Suvorova, O. V., Tabolenko, V. A., Tretyak, V. I., Uizutuev, B. B., Yablokova, Y. V., Zaborov, D. N., Zavyalov, S. I., Zvezdov, D. Y.
Format:	Preprint
Veröffentlicht:	2025
Schlagworte:	Instrumentation and Methods for Astrophysics
Online-Zugang:	Acceder al recurso
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author	Allakhverdyan, V. A. Avrorin, A. D. Avrorin, A. V. Aynutdinov, V. M. Belolaptikov, I. A. Berusova, Z. Bondarev, E. A. Borina, I. V. Budnev, N. M. Chadymov, V. A. Chepurnov, A. S. Dik, V. Y. Dmitriyeva, A. N. Domogatsky, G. V. Doroshenko, A. A. Dvornicky, R. Dyachok, A. N. Dzhilkibaev, Zh. -A. M. Eckerova, E. Elzhov, T. V. Fomin, V. N. Gafarov, A. R. Golubkov, K. V. Gress, T. I. Kebkal, K. G. Kebkal, V. K. Kharuk, I. Khokhlov, S. S. Khramov, E. V. Kolbin, M. M. Koligaev, S. O. Konischev, K. V. Korobchenko, A. V. Koshechkin, A. P. Kozhin, V. A. Kruglov, M. V. Kulepov, V. F. Kulikov, A. A. Lemeshev, Y. E. Lisitsin, M. V. Lovtsov, S. V. Mirgazov, R. R. Naumov, D. V. Nikolaev, A. S. Perevalova, I. A. Petrukhin, A. A. Petukhov, D. P. Pliskovsky, E. N. Rozanov, M. I. Ryabov, E. V. Safronov, G. B. Shaybonov, B. A. Shishkin, V. Y. Shirokov, E. V. Simkovic, F. Sirenko, A. E. Skurikhin, A. V. Solovjev, A. G. Sorokovikov, M. N. Stekl, I. Stromakov, A. P. Suvorova, O. V. Tabolenko, V. A. Tretyak, V. I. Uizutuev, B. B. Yablokova, Y. V. Zaborov, D. N. Zavyalov, S. I. Zvezdov, D. Y.
author_facet	Allakhverdyan, V. A. Avrorin, A. D. Avrorin, A. V. Aynutdinov, V. M. Belolaptikov, I. A. Berusova, Z. Bondarev, E. A. Borina, I. V. Budnev, N. M. Chadymov, V. A. Chepurnov, A. S. Dik, V. Y. Dmitriyeva, A. N. Domogatsky, G. V. Doroshenko, A. A. Dvornicky, R. Dyachok, A. N. Dzhilkibaev, Zh. -A. M. Eckerova, E. Elzhov, T. V. Fomin, V. N. Gafarov, A. R. Golubkov, K. V. Gress, T. I. Kebkal, K. G. Kebkal, V. K. Kharuk, I. Khokhlov, S. S. Khramov, E. V. Kolbin, M. M. Koligaev, S. O. Konischev, K. V. Korobchenko, A. V. Koshechkin, A. P. Kozhin, V. A. Kruglov, M. V. Kulepov, V. F. Kulikov, A. A. Lemeshev, Y. E. Lisitsin, M. V. Lovtsov, S. V. Mirgazov, R. R. Naumov, D. V. Nikolaev, A. S. Perevalova, I. A. Petrukhin, A. A. Petukhov, D. P. Pliskovsky, E. N. Rozanov, M. I. Ryabov, E. V. Safronov, G. B. Shaybonov, B. A. Shishkin, V. Y. Shirokov, E. V. Simkovic, F. Sirenko, A. E. Skurikhin, A. V. Solovjev, A. G. Sorokovikov, M. N. Stekl, I. Stromakov, A. P. Suvorova, O. V. Tabolenko, V. A. Tretyak, V. I. Uizutuev, B. B. Yablokova, Y. V. Zaborov, D. N. Zavyalov, S. I. Zvezdov, D. Y.
contents	We present a fast data processing system for the Baikal-GVD neutrino telescope, designed for rapid identification of astrophysical neutrino events. Leveraging Baikal-GVD's modular cluster architecture, the system implements parallelized file processing where raw data files undergo concurrent analysis across dedicated virtual machines. The system implements two pipelines: a fast per-file processing and a fully fledged (per-run) processing, which integrates dynamic detector geometry determined from acoustic and inertial positioning systems and data quality monitoring with a latency of about 27 hr. The fast processing pipeline delivers a total latency of about 1.5-18 minutes from event detection to reconstructed data availability, depending on water luminescence levels. This enables fast follow-up observations of transient astrophysical sources, fulfilling Baikal-GVD's role in multi-messenger networks. The article also highlights key features of the data acquisition system, the integration of advanced synchronization systems and a robust infrastructure for data handling and storage, ensuring efficient and reliable operation of the Baikal-GVD telescope.
format	Preprint
id	arxiv_https___arxiv_org_abs_2511_03438
institution	arXiv
publishDate	2025
record_format	arxiv
spellingShingle	Design and Implementation of the Fast Data Processing System for the Baikal-GVD Neutrino Telescope Allakhverdyan, V. A. Avrorin, A. D. Avrorin, A. V. Aynutdinov, V. M. Belolaptikov, I. A. Berusova, Z. Bondarev, E. A. Borina, I. V. Budnev, N. M. Chadymov, V. A. Chepurnov, A. S. Dik, V. Y. Dmitriyeva, A. N. Domogatsky, G. V. Doroshenko, A. A. Dvornicky, R. Dyachok, A. N. Dzhilkibaev, Zh. -A. M. Eckerova, E. Elzhov, T. V. Fomin, V. N. Gafarov, A. R. Golubkov, K. V. Gress, T. I. Kebkal, K. G. Kebkal, V. K. Kharuk, I. Khokhlov, S. S. Khramov, E. V. Kolbin, M. M. Koligaev, S. O. Konischev, K. V. Korobchenko, A. V. Koshechkin, A. P. Kozhin, V. A. Kruglov, M. V. Kulepov, V. F. Kulikov, A. A. Lemeshev, Y. E. Lisitsin, M. V. Lovtsov, S. V. Mirgazov, R. R. Naumov, D. V. Nikolaev, A. S. Perevalova, I. A. Petrukhin, A. A. Petukhov, D. P. Pliskovsky, E. N. Rozanov, M. I. Ryabov, E. V. Safronov, G. B. Shaybonov, B. A. Shishkin, V. Y. Shirokov, E. V. Simkovic, F. Sirenko, A. E. Skurikhin, A. V. Solovjev, A. G. Sorokovikov, M. N. Stekl, I. Stromakov, A. P. Suvorova, O. V. Tabolenko, V. A. Tretyak, V. I. Uizutuev, B. B. Yablokova, Y. V. Zaborov, D. N. Zavyalov, S. I. Zvezdov, D. Y. Instrumentation and Methods for Astrophysics We present a fast data processing system for the Baikal-GVD neutrino telescope, designed for rapid identification of astrophysical neutrino events. Leveraging Baikal-GVD's modular cluster architecture, the system implements parallelized file processing where raw data files undergo concurrent analysis across dedicated virtual machines. The system implements two pipelines: a fast per-file processing and a fully fledged (per-run) processing, which integrates dynamic detector geometry determined from acoustic and inertial positioning systems and data quality monitoring with a latency of about 27 hr. The fast processing pipeline delivers a total latency of about 1.5-18 minutes from event detection to reconstructed data availability, depending on water luminescence levels. This enables fast follow-up observations of transient astrophysical sources, fulfilling Baikal-GVD's role in multi-messenger networks. The article also highlights key features of the data acquisition system, the integration of advanced synchronization systems and a robust infrastructure for data handling and storage, ensuring efficient and reliable operation of the Baikal-GVD telescope.
title	Design and Implementation of the Fast Data Processing System for the Baikal-GVD Neutrino Telescope
topic	Instrumentation and Methods for Astrophysics
url	https://arxiv.org/abs/2511.03438