The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Dec. 01, 2020
Filed:
Jun. 19, 2019
Splunk Inc., San Francisco, CA (US);
Adam Jamison Oliner, San Francisco, CA (US);
Jonathan La, San Francisco, CA (US);
Colleen Kinross, San Francisco, CA (US);
Hongyang Zhang, Vancouver, CA;
Jacob Leverich, San Francisco, CA (US);
Shang Cai, San Francisco, CA (US);
Mihai Ganea, San Francisco, CA (US);
Alex Cruise, San Francisco, CA (US);
Toufic Boubez, Vancouver, CA;
Manish Sainani, Kirkland, WA (US);
SPLUNK Inc., San Francisco, CA (US);
Abstract
In some implementations, sequences of time series values determined from machine data are obtained. Each sequence corresponds to a respective time series. A plurality of predictive models is generated for a first time series from the sequences of time series values. Each predictive model is to generate predicted values associated with the first time series using values of a second time series. For each of the plurality of predictive models, an error is determined between the corresponding predicted values and values associated with the first time series. A predictive model is selected for anomaly detection based on the determined error of the predictive model. Transmission is caused of an indication of an anomaly detected using the selected predictive model.