Machine Data-Derived Key Performance Indicators with Per-Entity States

Patent №

US 9,521,047

Granted

2016-12-13

Filed 2016

Owner

SPLUNK INC.

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15012848

Raw machine data are captured and may be organized as events. Entity definitions representing machine entities that perform a service identify the machine data pertaining to respective entities. KPI search queries each define a KPI. Each KPI search query derives one or more values for the KPI from machine data identified in the entity definitions. The derivation may be performed on a per-entity basis and on the aggregate. The derived values may then be translated into a state value domain using per-entity thresholds, aggregate thresholds, or a combination.

Machine learningKnowledge representationPlanningAI hardwareG06Q 10/06393G06F 3/0481G06F 3/04817G06F 3/0482G06F 3/0484G06F 3/04842G06F 3/04847G06F 9/542+32 more

AI classification

Planning1.00
Knowledge representation1.00
Machine learning0.99
AI hardware0.99
Vision0.41
Natural language0.02
Evolutionary computation0.00
Speech0.00

Ownership

SPLUNK INC.

assignment · 459840204

From the same owner

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