Presented herein is a novel machine learning approach that learns the failure patterns of a device and uses this information to drive automatic root case identification. Anomalous events can be associated with potential root causes in order to build intellectual capital for training future predictive automated remediation systems.
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Garrett, John; Chen, Fang; and Bjune, Adrian, "ROOT CAUSE IDENTIFICATION", Technical Disclosure Commons, (November 19, 2020)