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July 2, 2026
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LHCb data quality monitoring

Journal of Physics: Conference Series. 2017. Vol. 898. No. 9. P. 1–5.
Ustyuzhanin A., Derkach D., Баранов А. С., Adinolfi M.

© Published under licence by IOP Publishing Ltd. Data quality monitoring, DQM, is crucial in a high-energy physics experiment to ensure the correct functioning of the experimental apparatus during the data taking. DQM at LHCb is carried out in two phases. The first one is performed on-site, in real time, using unprocessed data directly from the LHCb detector, while the second, also performed on-site, requires the reconstruction of the data selected by the LHCb trigger system and occurs later. For the LHC Run II data taking the LHCb collaboration has re-engineered the DQM protocols and the DQM graphical interface, moving the latter to a web-based monitoring system, called Monet, thus allowing researchers to perform the second phase off-site. In order to support the operator's task, Monet is also equipped with an automated, fully configurable alarm system, thus allowing its use not only for DQM purposes, but also to track and assess the quality of LHCb software and simulation over time.

Research target: Physics Computer Science
Priority areas: IT and mathematics
Language: English
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Keywords: big dataanomaly detection
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