Related papers: Data Quality Monitoring system in the Baikal-GVD e…

Data Quality Monitoring system of the Baikal-GVD experiment

The main purpose of the Baikal-GVD Data Quality Monitoring (DQM) system is to monitor the status of the detector and collected data. The system estimates quality of the recorded signals and performs the data validation. The DQM system is…

Instrumentation and Methods for Astrophysics · Physics 2021-08-02 V. A. Allakhverdyan , A. D. Avrorin , A. V. Avrorin , V. M. Aynutdinov , R. Bannasch , Z. Bardačová , I. A. Belolaptikov , I. V. Borina , V. B. Brudanin , N. M. Budnev , V. Y. Dik , G. V. Domogatsky , A. A. Doroshenko , R. Dvornický , A. N. Dyachok , Zh. -A. M. Dzhilkibaev , E. Eckerová , T. V. Elzhov , L. Fajt , S. V. Fialkovski , A. R. Gafarov , K. V. Golubkov , N. S. Gorshkov , T. I. Gress , M. S. Katulin , K. G. Kebkal , O. G. Kebkal , E. V. Khramov , M. M. Kolbin , K. V. Konischev , K. A. Kopański , A. V. Korobchenko , A. P. Koshechkin , V. A. Kozhin , M. V. Kruglov , M. K. Kryukov , V. F. Kulepov , Pa. Malecki , Y. M. Malyshkin , M. B. Milenin , R. R. Mirgazov , D. V. Naumov , V. Nazari , W. Noga , D. P. Petukhov , E. N. Pliskovsky , M. I. Rozanov , V. D. Rushay , E. V. Ryabov , G. B. Safronov , B. A. Shaybonov , M. D. Shelepov , F. Šimkovic , A. E. Sirenko , A. V. Skurikhin , A. G. Solovjev , M. N. Sorokovikov , I. Štekl , A. P. Stromakov , E. O. Sushenok , O. V. Suvorova , V. A. Tabolenko , B. A. Tarashansky , Y. V. Yablokova , S. A. Yakovlev , D. N. Zaborov

Data Quality Monitoring of the CMS Silicon Strip Tracker Detector

The Physics and Data Quality Monitoring (DQM) framework aims at providing a homogeneous monitoring environment across various applications related to data taking at the CMS experiment. In this contribution, the DQM system for the Silicon…

Instrumentation and Detectors · Physics 2010-11-19 Leonardo Benucci

Data Quality Monitoring of the CMS Tracker

The Data Quality Monitoring (DQM) of the Compact Muon Solenoid (CMS) silicon tracking detectors (Tracker) at the Large Hadron Collider (LHC) at CERN is a software based system designed to monitor the detector and reconstruction performance,…

Instrumentation and Detectors · Physics 2019-08-13 V. Adler

MEDIC: a network for monitoring data quality in collider experiments

Data Quality Monitoring (DQM) is a crucial component of particle physics experiments and ensures that the recorded data is of the highest quality, and suitable for subsequent physics analysis. Due to the extreme environmental conditions,…

High Energy Physics - Experiment · Physics 2026-03-02 Juvenal Bassa , Arghya Chattopadhyay , Sudhir Malik , Mario Escabi Rivera

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

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…

Instrumentation and Methods for Astrophysics · Physics 2025-11-06 V. A. Allakhverdyan , A. D. Avrorin , A. V. Avrorin , V. M. Aynutdinov , I. A. Belolaptikov , Z. Berusova , E. A. Bondarev , I. V. Borina , N. M. Budnev , V. A. Chadymov , A. S. Chepurnov , V. Y. Dik , A. N. Dmitriyeva , G. V. Domogatsky , A. A. Doroshenko , R. Dvornicky , A. N. Dyachok , Zh. -A. M. Dzhilkibaev , E. Eckerova , T. V. Elzhov , V. N. Fomin , A. R. Gafarov , K. V. Golubkov , T. I. Gress , K. G. Kebkal , V. K. Kebkal , I. Kharuk , S. S. Khokhlov , E. V. Khramov , M. M. Kolbin , S. O. Koligaev , K. V. Konischev , A. V. Korobchenko , A. P. Koshechkin , V. A. Kozhin , M. V. Kruglov , V. F. Kulepov , A. A. Kulikov , Y. E. Lemeshev , M. V. Lisitsin , S. V. Lovtsov , R. R. Mirgazov , D. V. Naumov , A. S. Nikolaev , I. A. Perevalova , A. A. Petrukhin , D. P. Petukhov , E. N. Pliskovsky , M. I. Rozanov , E. V. Ryabov , G. B. Safronov , B. A. Shaybonov , V. Y. Shishkin , E. V. Shirokov , F. Simkovic , A. E. Sirenko , A. V. Skurikhin , A. G. Solovjev , M. N. Sorokovikov , I. Stekl , A. P. Stromakov , O. V. Suvorova , V. A. Tabolenko , V. I. Tretyak , B. B. Uizutuev , Y. V. Yablokova , D. N. Zaborov , S. I. Zavyalov , D. Y. Zvezdov

Proposal for fiber optic data acquisition system for Baikal-GVD

The first stage of the construction of the deep underwater neutrino telescope Baikal-GVD is planned to be completed in 2024. The second stage of the detector deployment is planned to be carried out using a data acquisition system based on…

Instrumentation and Methods for Astrophysics · Physics 2021-12-08 V. A. Allakhverdyan , A. D. Avrorin , A. V. Avrorin , V. M. Aynutdinov , R. Bannasch , Z. Bardačová , I. A. Belolaptikov , I. V. Borina , V. B. Brudanin , N. M. Budnev , V. Y. Dik , G. V. Domogatsky , A. A. Doroshenko , R. Dvornický , A. N. Dyachok , Zh. -A. M. Dzhilkibaev , E. Eckerová , T. V. Elzhov , L. Fajt , S. V. Fialkovski , A. R. Gafarov , K. V. Golubkov , N. S. Gorshkov , T. I. Gress , M. S. Katulin , K. G. Kebkal , O. G. Kebkal , E. V. Khramov , M. M. Kolbin , K. V. Konischev , K. A. Kopański , A. V. Korobchenko , A. P. Koshechkin , V. A. Kozhin , M. V. Kruglov , M. K. Kryukov , V. F. Kulepov , Pa. Malecki , Y. M. Malyshkin , M. B. Milenin , R. R. Mirgazov , D. V. Naumov , V. Nazari , W. Noga , D. P. Petukhov , E. N. Pliskovsky , M. I. Rozanov , V. D. Rushay , E. V. Ryabov , G. B. Safronov , B. A. Shaybonov , M. D. Shelepov , F. Šimkovic , A. E. Sirenko , A. V. Skurikhin , A. G. Solovjev , M. N. Sorokovikov , I. Štekl , A. P. Stromakov , E. O. Sushenok , O. V. Suvorova , V. A. Tabolenko , B. A. Tarashansky , Y. V. Yablokova , S. A. Yakovlev , D. N. Zaborov

The Online Data Quality Monitoring System at BESIII

The online Data Quality Monitoring (DQM) plays an important role in the data taking process of HEP experiments. BESIII DQM samples data from online data flow, reconstructs them with offline reconstruction software, and automatically…

Instrumentation and Detectors · Physics 2015-05-30 Xiao-Dong Sun , Ji-Feng Hu , Hai-Sheng Zhao , Xiao-Bin Ji , Yi-Fang Wang , Yang-Heng Zheng , Bei-Jiang Liu

Automatic data processing for Baikal-GVD neutrino observatory

Baikal-GVD is a gigaton-scale neutrino observatory under construction in Lake Baikal. It currently produces about 100 GB of data every day. For their automatic processing, the Baikal Analysis and Reconstruction software (BARS) was…

Instrumentation and Methods for Astrophysics · Physics 2021-07-30 V. A. Allakhverdyan , A. D. Avrorin , A. V. Avrorin , V. M. Aynutdinov , R. Bannasch , Z. Bardačová , I. A. Belolaptikov , I. V. Borina , V. B. Brudanin , N. M. Budnev , V. Y. Dik , G. V. Domogatsky , A. A. Doroshenko , R. Dvornický , A. N. Dyachok , Zh. -A. M. Dzhilkibaev , E. Eckerová , T. V. Elzhov , L. Fajt , S. V. Fialkovski , A. R. Gafarov , K. V. Golubkov , N. S. Gorshkov , T. I. Gress , M. S. Katulin , K. G. Kebkal , O. G. Kebkal , E. V. Khramov , M. M. Kolbin , K. V. Konischev , K. A. Kopański , A. V. Korobchenko , A. P. Koshechkin , V. A. Kozhin , M. V. Kruglov , M. K. Kryukov , V. F. Kulepov , Pa. Malecki , Y. M. Malyshkin , M. B. Milenin , R. R. Mirgazov , D. V. Naumov , V. Nazari , W. Noga , D. P. Petukhov , E. N. Pliskovsky , M. I. Rozanov , V. D. Rushay , E. V. Ryabov , G. B. Safronov , B. A. Shaybonov , M. D. Shelepov , F. Šimkovic , A. E. Sirenko , A. V. Skurikhin , A. G. Solovjev , M. N. Sorokovikov , I. Štekl , A. P. Stromakov , E. O. Sushenok , O. V. Suvorova , V. A. Tabolenko , B. A. Tarashansky , Y. V. Yablokova , S. A. Yakovlev , D. N. Zaborov

d-DQIVAR: Data-centric Visual Analytics and Reasoning for Data Quality Improvement

Approaches to enhancing data quality (DQ) are classified into two main categories: data- and process-driven. However, prior research has predominantly utilized batch data preprocessing within the data-driven framework, which often proves…

Human-Computer Interaction · Computer Science 2025-07-17 Hyein Hong , Sangbong Yoo , SeokHwan Choi , Jisue Kim , Seongbum Seo , Haneol Cho , Chansoo Kim , Yun Jang

An Environmental Monitoring Network for Quantum Gas Experiments and Devices

Quantum technology is approaching a level of maturity, recently demonstrated in space-borne experiments and in-field measurements, which would allow for adoption by non-specialist users. Parallel advancements made in microprocessor-based…

Quantum Physics · Physics 2021-09-15 T. J. Barrett , W. Evans , A. Gadge , S. Bhumbra , S. Sleegers , R. Shah , J. Fekete , F. Orucevic , P. Kruger

The ATLAS Data Quality Defect Database System

The ATLAS experiment at the Large Hadron Collider has implemented a new system for recording information on detector status and data quality, and for transmitting this information to users performing physics analysis. This system revolves…

Instrumentation and Detectors · Physics 2012-05-15 T. Golling , H. S. Hayward , P. U. E. Onyisi , H. J. Stelzer , P. Waller

Rapid data quality investigations of gravitational-wave events with the Data Quality Report Builder toolkit

We present the Data Quality Report Builder toolkit, DQRbuild, a suite of data quality tools that have been developed to vet gravitational-wave events in preparation for the fourth LIGO-Virgo-KAGRA observing run. We explain the main…

Instrumentation and Methods for Astrophysics · Physics 2026-05-18 Derek Davis , Zach Yarbrough , Joseph Areeda , Ronaldas Macas , Nicolas Arnaud , Adrian Helmling-Cornell , Paolina Doliva , Olivia Godwin , Hirotaka Yuzurihara , Benjamin Mannix , Sofia Alvarez-Lopez , Max Trevor , Rachael Huxford , Philippe Nguyen , Beverly Berger , Chayan Chatterjee , Francesco Di Renzo , Christiano Palomba , Viola Sordini , Dimitrios Pesios , Marissa Walker , Airene Ahuja , Man Leong Chan , Julian Ding , Raymond Frey , Franz Herbst , Yannick Lecoeuche , Annudesh Liyanage , Jess McIver , Raymond Ng , Sophie Perry , Caitlin Rawcliffe , Robert Schofield

Autoencoder-based Online Data Quality Monitoring for the CMS Electromagnetic Calorimeter

The online Data Quality Monitoring system (DQM) of the CMS electromagnetic calorimeter (ECAL) is a crucial operational tool that allows ECAL experts to quickly identify, localize, and diagnose a broad range of detector issues that would…

Instrumentation and Detectors · Physics 2023-09-01 Abhirami Harilal , Kyungmin Park , Michael Andrews , Manfred Paulini

Measuring muon tracks in Baikal-GVD using a fast reconstruction algorithm

The Baikal Gigaton Volume Detector (Baikal-GVD) is a km$^3$-scale neutrino detector currently under construction in Lake Baikal, Russia. The detector consists of several thousand optical sensors arranged on vertical strings, with 36 sensors…

High Energy Physics - Experiment · Physics 2021-11-25 GVD Collaboration , V. A. Allakhverdyan , A. D. Avrorin , A. V. Avrorin , V. M. Aynutdinov , R. Bannasch , Z. Bardačová , I. A. Belolaptikov , I. V. Borina , V. B. Brudanin , N. M. Budnev , V. Y. Dik , G. V. Domogatsky , A. A. Doroshenko , R. Dvornický , A. N. Dyachok , Zh. -A. M. Dzhilkibaev , E. Eckerová , T. V. Elzhov , L. Fajt , S. V. Fialkovski , A. R. Gafarov , K. V. Golubkov , N. S. Gorshkov , T. I. Gress , M. S. Katulin , K. G. Kebkal , O. G. Kebkal , E. V. Khramov , M. M. Kolbin , K. V. Konischev , K. A. Kopański , A. V. Korobchenko , A. P. Koshechkin , V. A. Kozhin , M. V. Kruglov , M. K. Kryukov , V. F. Kulepov , Pa. Malecki , Y. M. Malyshkin , M. B. Milenin , R. R. Mirgazov , D. V. Naumov , V. Nazari , W. Noga , D. P. Petukhov , E. N. Pliskovsky , M. I. Rozanov , V. D. Rushay , E. V. Ryabov , G. B. Safronov , B. A. Shaybonov , M. D. Shelepov , F. Šimkovic , A. E. Sirenko , A. V. Skurikhin , A. G. Solovjev , M. N. Sorokovikov , I. Štekl , A. P. Stromakov , E. O. Sushenok , O. V. Suvorova , V. A. Tabolenko , B. A. Tarashansky , Y. V. Yablokova , S. A. Yakovlev , D. N. Zaborov

Observations of track-like neutrino events with Baikal-GVD

The Baikal Gigaton Volume Detector (Baikal-GVD) is a km$^3$-scale neutrino detector currently under construction in Lake Baikal, Russia. The detector currently consists of 2304 optical modules arranged on 64 vertical strings. Further…

High Energy Astrophysical Phenomena · Physics 2021-08-23 Dmitry Zaborov

DINAMO: Dynamic and INterpretable Anomaly MOnitoring for Large-Scale Particle Physics Experiments

Ensuring reliable data collection in large-scale particle physics experiments demands Data Quality Monitoring (DQM) procedures to detect possible detector malfunctions and preserve data integrity. Traditionally, this resource-intensive task…

High Energy Physics - Experiment · Physics 2025-09-19 Arsenii Gavrikov , Julián García Pardiñas , Alberto Garfagnini

Studies of the ambient light of deep Baikal waters with Baikal-GVD

The Baikal-GVD neutrino detector is a deep-underwater neutrino telescope under construction and recently after the winter 2023 deployment it consists of 3456 optical modules attached on 96 vertical strings. This 3-dimensional array of…

High Energy Physics - Phenomenology · Physics 2023-09-29 V. M. Aynutdinov , V. A. Allakhverdyan , A. D. Avrorin , A. V. Avrorin , Z. Bardačová , I. A. Belolaptikov , E. A. Bondarev , I. V. Borina , N. M. Budnev , V. A. Chadymov , A. S. Chepurnov , 5 V. Y. Dik , G. V. Domogatsky , A. A. Doroshenko , 0 R. Dvornický , A. N. Dyachok , Zh. -A. M. Dzhilkibaev , E. Eckerová , T. V. Elzhov , L. Fajt , V. N. Fomin , A. R. Gafarov , K. V. Golubkov , N. S. Gorshkov , T. I. Gress , K. G. Kebkal , I. V. Kharuk , E. V. Khramov , M. M. Kolbin , S. O. Koligaev , K. V. Konischev , A. V. Korobchenko , A. P. Koshechkin , V. A. Kozhin , M. V. Kruglov , V. F. Kulepov , Y. E. Lemeshev , M. B. Milenin , R. R. Mirgazov , D. V. Naumov , A. S. Nikolaev , D. P. Petukhov , E. N. Pliskovsky , M. I. Rozanov , E. V. Ryabov , G. B. Safronov , D. Seitova , B. A. Shaybonov , M. D. Shelepov , S. D. Shilkin , E. V. Shirokov , F. Šimkovic , A. E. Sirenko , A. V. Skurikhin , A. G. Solovjev , M. N. Sorokovikov , I. Štekl , A. P. Stromakov , O. V. Suvorova , V. A. Tabolenko , B. B. Ulzutuev , Y. V. Yablokova , D. N. Zaborov , S. I. Zavyalov , D. Y. Zvezdov

Upgrade of the PandaX-4T online data quality monitoring system and perspectives for future multi-tons PandaX upgrades

PandaX-4T is a xenon-based multi-purpose experiment, focusing on particle and astrophysics research. The data quality monitoring system plays a crucial role in the experiment. This system enables the prompt detection of potential issues…

Instrumentation and Detectors · Physics 2024-12-10 Yubo Zhou , Xun Chen

DQM4HEP - A Generic Online Monitor for Particle Physics Experiments

There is currently a lot of activity in R\&D for future collider experiments. Multiple detector prototypes are being tested, each one with slightly different requirements regarding the format of the data to be analysed. This has generated a…

Instrumentation and Detectors · Physics 2018-02-27 A. Irles , C. Chavez-Barajas , T. Coates , F. Salvatore , D. Cussans , R. Éte , L. Mirabito , A. Pingault , M. Wing

Goal-oriented Data Warehouse Quality Measurement

Requirements engineering is known to be a key factor for the success of software projects. Inside this discipline, goal-oriented requirements engineering approaches have shown specially suitable to deal with projects where it is necessary…

Software Engineering · Computer Science 2009-06-18 Cristina Cachero , Jesús Pardillo