Splunk Inc.

Anudeep Rentala

Omprakaash Thoppai

Subramaniam Baskaran

Esha Desai

Rehan Mulla

Satya Venkata Bharani Suresh Vasabhaktula

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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San Jose, CA, United States of America

Anudeep Rentala