Data needs to be cleansed or normalized for data science, anomaly detection, and AIOps to work. AIMS is domain agnostic and treats all data the same way. Any data fed to AIMS - irrespective of the originating frequency and time resolution - will be normalized into 1 minute, 10 minute, 1 hour and daily data. For example, AIMS will normalize data received in seconds to minute data.
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