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:
Aug. 01, 2023

Filed:

Apr. 30, 2019
Applicant:

Splunk Inc., San Francisco, CA (US);

Inventors:

Subramaniam Baskaran, Foster City, CA (US);

Omprakaash Thoppai, San Jose, CA (US);

Esha Desai, San Jose, CA (US);

Satya Venkata Bharani Suresh Vasabhaktula, Santa Clara, CA (US);

Anudeep Rentala, San Jose, CA (US);

Rehan Mulla, Daly City, CA (US);

Assignee:

Splunk Inc., San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/903 (2019.01); G06Q 10/0631 (2023.01); G06N 5/04 (2023.01); G06K 9/62 (2022.01); G06F 16/9038 (2019.01); G06N 20/00 (2019.01); H04L 67/50 (2022.01);
U.S. Cl.
CPC ...
G06Q 10/06312 (2013.01); G06F 16/9038 (2019.01); G06F 16/90335 (2019.01); G06K 9/6257 (2013.01); G06K 9/6263 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); H04L 67/535 (2022.05);
Abstract

An example method includes collecting, at a computing system of a data intake and query system, source data corresponding to an instance of a service hosted by a service provider, wherein the service provider hosts the service on a network of the service provider, identifying in the source data a set of metrics for the instance of the service, applying a machine learning model to the set of metrics to determine a classification for the set of metrics, generating, using the classification, a recommendation, wherein the recommendation relates to usage by the instance of the service of one or more physical resources of the service provider, and transmitting, for receipt by a client device, data comprising the recommendation, wherein the data enables display on the client device of a visualization comprising the recommendation.


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