公开(公告)号：US11715051B1

公开(公告)日：2023-08-01

申请号：US16399668

申请日：2019-04-30

Applicant: Splunk Inc.

Inventor： Subramaniam Baskaran ,  Omprakaash Thoppai ,  Esha Desai ,  Satya Venkata Bharani Suresh Vasabhaktula ,  Anudeep Rentala ,  Rehan Mulla

IPC: G06F16/903 ,  G06Q10/0631 ,  G06N5/04 ,  G06K9/62 ,  G06F16/9038 ,  G06N20/00 ,  H04L67/50

CPC classification number: G06Q10/06312 ,  G06F16/9038 ,  G06F16/90335 ,  G06K9/6257 ,  G06K9/6263 ,  G06N5/04 ,  G06N20/00 ,  H04L67/535

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.