Method and system for predicting and preempting patching failures

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...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Muttana, Raghavendra Reddy, Jones, Andrew E, Schilling, Joseph M
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page
container_issue
container_start_page
container_title
container_volume
creator Muttana, Raghavendra Reddy
Jones, Andrew E
Schilling, Joseph M
description 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.
format Patent
fullrecord <record><control><sourceid>epo_EVB</sourceid><recordid>TN_cdi_epo_espacenet_US12056621B2</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>US12056621B2</sourcerecordid><originalsourceid>FETCH-epo_espacenet_US12056621B23</originalsourceid><addsrcrecordid>eNrjZHD0TS3JyE9RSMxLUSiuLC5JzVVIyy9SKChKTclMLsnMSwfLALmpuQVgbkFiSXIGiJGWmJlTWpRazMPAmpaYU5zKC6W5GRTdXEOcPXRTC_LjU4sLEpNT81JL4kODDY0MTM3MjAydjIyJUQMAHJsyCg</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>patent</recordtype></control><display><type>patent</type><title>Method and system for predicting and preempting patching failures</title><source>esp@cenet</source><creator>Muttana, Raghavendra Reddy ; Jones, Andrew E ; Schilling, Joseph M</creator><creatorcontrib>Muttana, Raghavendra Reddy ; Jones, Andrew E ; Schilling, Joseph M</creatorcontrib><description>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.</description><language>eng</language><subject>CALCULATING ; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS ; COMPUTING ; COUNTING ; ELECTRIC DIGITAL DATA PROCESSING ; PHYSICS</subject><creationdate>2024</creationdate><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&amp;date=20240806&amp;DB=EPODOC&amp;CC=US&amp;NR=12056621B2$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,780,885,25564,76547</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&amp;date=20240806&amp;DB=EPODOC&amp;CC=US&amp;NR=12056621B2$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>Muttana, Raghavendra Reddy</creatorcontrib><creatorcontrib>Jones, Andrew E</creatorcontrib><creatorcontrib>Schilling, Joseph M</creatorcontrib><title>Method and system for predicting and preempting patching failures</title><description>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.</description><subject>CALCULATING</subject><subject>COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS</subject><subject>COMPUTING</subject><subject>COUNTING</subject><subject>ELECTRIC DIGITAL DATA PROCESSING</subject><subject>PHYSICS</subject><fulltext>true</fulltext><rsrctype>patent</rsrctype><creationdate>2024</creationdate><recordtype>patent</recordtype><sourceid>EVB</sourceid><recordid>eNrjZHD0TS3JyE9RSMxLUSiuLC5JzVVIyy9SKChKTclMLsnMSwfLALmpuQVgbkFiSXIGiJGWmJlTWpRazMPAmpaYU5zKC6W5GRTdXEOcPXRTC_LjU4sLEpNT81JL4kODDY0MTM3MjAydjIyJUQMAHJsyCg</recordid><startdate>20240806</startdate><enddate>20240806</enddate><creator>Muttana, Raghavendra Reddy</creator><creator>Jones, Andrew E</creator><creator>Schilling, Joseph M</creator><scope>EVB</scope></search><sort><creationdate>20240806</creationdate><title>Method and system for predicting and preempting patching failures</title><author>Muttana, Raghavendra Reddy ; Jones, Andrew E ; Schilling, Joseph M</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-epo_espacenet_US12056621B23</frbrgroupid><rsrctype>patents</rsrctype><prefilter>patents</prefilter><language>eng</language><creationdate>2024</creationdate><topic>CALCULATING</topic><topic>COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS</topic><topic>COMPUTING</topic><topic>COUNTING</topic><topic>ELECTRIC DIGITAL DATA PROCESSING</topic><topic>PHYSICS</topic><toplevel>online_resources</toplevel><creatorcontrib>Muttana, Raghavendra Reddy</creatorcontrib><creatorcontrib>Jones, Andrew E</creatorcontrib><creatorcontrib>Schilling, Joseph M</creatorcontrib><collection>esp@cenet</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Muttana, Raghavendra Reddy</au><au>Jones, Andrew E</au><au>Schilling, Joseph M</au><format>patent</format><genre>patent</genre><ristype>GEN</ristype><title>Method and system for predicting and preempting patching failures</title><date>2024-08-06</date><risdate>2024</risdate><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.</abstract><oa>free_for_read</oa></addata></record>
fulltext fulltext_linktorsrc
identifier
ispartof
issn
language eng
recordid cdi_epo_espacenet_US12056621B2
source esp@cenet
subjects CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
ELECTRIC DIGITAL DATA PROCESSING
PHYSICS
title Method and system for predicting and preempting patching failures
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-05T12%3A02%3A42IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-epo_EVB&rft_val_fmt=info:ofi/fmt:kev:mtx:patent&rft.genre=patent&rft.au=Muttana,%20Raghavendra%20Reddy&rft.date=2024-08-06&rft_id=info:doi/&rft_dat=%3Cepo_EVB%3EUS12056621B2%3C/epo_EVB%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rfr_iscdi=true