Machine Learning for Data Quality Monitoring at CMS Experiment

Jul 5, 2021, 4:45 PM
407 or Online -

407 or Online -


Ilya Gorbunov (JINR)


We give an overview of the CMS experiment activities to apply Machine Learning (ML) techniques to Data Quality Monitoring (DQM).
In the talk special attention will be paid to ML for Muon System and muon physics object DQM. ML application for data certification (anomaly detection) and release validation will be discussed.

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Presentation materials