Method and system for predicting and preempting patching failures

An embodiment of the present invention is directed to evaluating and identifying optimal features to address and improve automation patching success. An embodiment of the present invention compares machine leaning algorithms and their accuracy in predicting the outcome of upcoming scheduled maintena...

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Bibliographische Detailangaben
Hauptverfasser: Muttana, Raghavendra Reddy, Jones, Andrew E, Schilling, Joseph M
Format: Patent
Sprache:eng
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Beschreibung
Zusammenfassung:An embodiment of the present invention is directed to evaluating and identifying optimal features to address and improve automation patching success. An embodiment of the present invention compares machine leaning algorithms and their accuracy in predicting the outcome of upcoming scheduled maintenance activities. Understanding that predicted outcome and the path that is generated to reach that outcome, the features that predispose an asset into a failure state can be addressed preemptively.