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:
Jul. 08, 2025

Filed:

Jul. 09, 2021
Applicant:

Sap SE, Walldorf, DE;

Inventor:

Shashank Mohan Jain, Karnataka, IN;

Assignee:

SAP SE, Walldorf, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06F 11/07 (2006.01); G06F 11/30 (2006.01); G06F 11/34 (2006.01); G06N 3/04 (2023.01); G06N 3/0442 (2023.01); G06N 3/09 (2023.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 11/3495 (2013.01); G06N 3/04 (2013.01); G06F 11/0709 (2013.01); G06F 11/079 (2013.01); G06F 11/3006 (2013.01); G06F 2201/86 (2013.01); G06N 3/0442 (2023.01); G06N 3/09 (2023.01);
Abstract

A system and method are disclosed associated with a cloud computing environment. The system includes a tracing tool, coupled to a controller in the cloud computing environment, that captures sequences of events associated with the controller and a deployed workload. A detection engine may detect important event patterns in the sequences captured by the tracing tool using a PrefixSpan algorithm in connection with a specific controller action associated with the deployed workload. A neural network, trained with the detected important event patterns, may predict which important event patterns caused the controller to perform the specific action associated with the deployed workload.


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