Building a failure-predictive model from message sequences

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United States of America Patent

PATENT NO 10162697
APP PUB NO 20150309854A1
SERIAL NO

14428115

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Abstract

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A method to build a failure predictive model includes: receiving an input of a set of event sequences, where each sequence is labeled as representing a failure or not representing a failure, extracting a single predictive closed pattern from among the input sequences that represents a failure, creating a root node with the single closed pattern, splitting the set of event sequences into a first set that includes the single closed pattern and a second set that excludes the single pattern, and processing each of the first and second sets until at least one child node is created that is labeled as either representing a failure or not representing a failure.

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Patent Owner(s)

  • SIEMENS AKTIENGESELLSCHAFT

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Fradkin, Dmitriy Princeton, US 14 203
Moerchen, Fabian Bainbridge Island, US 14 664

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