- Patent Title: Method and system for predicting and preempting patching failures
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Application No.: US16579001Application Date: 2019-09-23
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Publication No.: US12056621B2Publication Date: 2024-08-06
- Inventor: Andrew E. Jones , Joseph M. Schilling , Raghavendra Reddy Muttana
- Applicant: JPMorgan Chase Bank, N.A.
- Applicant Address: US NY New York
- Assignee: JPMORGAN CHASE BANK, N.A.
- Current Assignee: JPMORGAN CHASE BANK, N.A.
- Current Assignee Address: US NY New York
- Agency: GREENBLUM & BERNSTEIN, P.L.C.
- Main IPC: G06N5/04
- IPC: G06N5/04 ; G06F8/65 ; G06N5/01 ; G06N20/00
Abstract:
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.
Public/Granted literature
- US20200097842A1 METHOD AND SYSTEM FOR PREDICTING AND PREEMPTING PATCHING FAILURES Public/Granted day:2020-03-26
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