Patent ID: 11875032
Assignee: SPLUNK INC.
Field: Digital communication (Electrical engineering)
Classification: CPC G  H | IPC G

Claim 0:
1. A method, executable by one or more processing devices, the method comprising:
determining a plurality of values of a key performance indicator (KPI) associated with a search query that derives a value indicative of 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;
determining one or more predicted KPI values;
determining one or more error values based on comparison of the plurality of values of the KPI produced by executing the search query to the one or more predicted KPI values;
determining a range of observed error values, wherein the range is represented by a digest of error values determined over training data comprising historical values of the KPI;
identifying, based on respective positions of one or more error values within the range of observed error values, the one or more error values as anomalies; and
causing display of a graphical user interface (GUI) comprising information related to the KPI, wherein the information comprises a count of the one or more error values identified as anomalies; and
receiving, via the GUI, an adjustment to a weight of the KPI for determining the performance of a service.