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Automatic log analysis with NLP for the CMS workflow handling [Slides]
2019
Citations Over TimeTop 14% of 2019 papers
Daniel Abercrombie, H. Bakhshiansohi, Sharad Agarwal, Jennifer Adelman-McCarthy, Andres Vargas Hernandez, W. Si, Lukas Layer, Jean-Roch Vlimant
Abstract
The automatization of failing workflow handling is discussed. Implementation of a pipeline for DAQ and ML of error logs using big data analysis tools is available at github. Development of a prototype NLP model in Keras is explored.