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" ... AIOps requires lots of logfile data in order to train the Machine Learning to recognize what is an exception and what is a normal operation. Typically many weeks of normal data are needed in addition to specific data when anomalies occur. So a good log aggregation and management practice should be in place in order to adequately use AIOps. ... "