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.

Date of Patent:
Feb. 03, 2026

Filed:

May. 17, 2024
Applicant:

Dynatrace Llc, Waltham, MA (US);

Inventors:

Thomas Natschlaeger, Hagenberg, AT;

Katrin Leberfinger, Aldersbach, DE;

Damian Bogdanowicz, Gdansk, PL;

Michael Altenhuber, Hagenberg im Muehlkreis, AT;

Assignee:

Dynatrace LLC, Boston, MA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/07 (2006.01);
U.S. Cl.
CPC ...
G06F 11/079 (2013.01); G06F 11/0709 (2013.01);
Abstract

The disclosure concerns the time-based correlation of time series for the root cause analysis of application monitoring data, observability data, and data observability data in the field of application monitoring and observability. The object of the disclosure is to find at least one candidate time series that has a high chance/probability for causing an event in a reference time series. The method shall be time-based and not frequency based. The method includes: constructing a simplified reference time series retaining changes in the reference time series and setting other points to zero; constructing a simplified candidate time series retaining changes in the candidate time series and setting other points to zero; calculating a similarity metric between the simplified candidate time series and the simplified reference time series; and reporting an occurrence of a computing event in response to the similarity metric exceeding a threshold value.


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Natschlaeger, Thomas. (2026). Time based correlation of time series for root cause analysis (U.S. Patent No. 12541419). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12541419

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