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Adaptive key performance indicator thresholds

  • US 10,235,638 B2
  • Filed: 09/18/2015
  • Issued: 03/19/2019
  • Est. Priority Date: 10/09/2014
  • Status: Active Grant
First Claim
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1. A method comprising:

  • accessing information that defines one or more time frames associated with a key performance indicator (KPI), each of the time frames having a set of one or more thresholds, wherein each threshold represents the end of a range of values corresponding to a particular state of the KPI, and wherein the KPI is defined by a search query that derives a value indicative of the performance of a service at a point in time or during a period of time, the value derived from machine data pertaining to one or more entities that provide the service;

    assigning one or more threshold values to the thresholds, the assigning the one or more threshold values comprising, for each time frame;

    identifying training data for the time frame, anddetermining the one or more threshold values for the time frame in consideration of the identified training data; and

    wherein the assigning the one or more threshold values comprises assigning a first threshold value to a threshold and subsequently assigning a second threshold value to the threshold, wherein the first threshold value and the second threshold value are based on training data from different time durations;

    wherein the method is performed by a computer system comprising one or more processors.

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