公开(公告)号：US11537627B1

公开(公告)日：2022-12-27

申请号：US16147181

申请日：2018-09-28

Applicant: Splunk Inc.

Inventor： Subramaniam Baskaran ,  Marc Chene ,  Tristan Fletcher ,  Sakib Mehasanewala ,  Omprakaash Thoppai

IPC: G06F16/248 ,  G06F16/951

Abstract: Systems and methods ingest machine data including logs, metadata, and cost and usage information from multiple heterogeneous cloud services. The machine data is saved as events. An application retrieves the metadata, events, metrics, and logs and causes an easy to understand visual representation of costs, resource usage, and non-compliance for each of a client's cloud services. Further, the data across the client's multiple heterogeneous cloud services is normalized to provide visual representations that compare the costs, resource usage, and non-compliance across the client's multiple heterogeneous cloud services. Further, machine learning aspects of the application can provide recommendations and trend analysis for cloud service asset usage.

公开(公告)号：US11886455B1

公开(公告)日：2024-01-30

申请号：US18146256

申请日：2022-12-23

Applicant: Splunk Inc.

Inventor： Subramaniam Baskaran ,  Marc Chene ,  Tristan Fletcher ,  Sakib Mehasanewala ,  Omprakaash Thoppai

IPC: G06F16/248 ,  G06F16/951

CPC classification number: G06F16/248 ,  G06F16/951

Abstract: Systems and methods ingest machine data including logs, metadata, and cost and usage information from multiple heterogeneous cloud services. The machine data is saved as events. An application retrieves the metadata, events, metrics, and logs and causes an easy to understand visual representation of costs, resource usage, and non-compliance for each of a client's cloud services. Further, the data across the client's multiple heterogeneous cloud services is normalized to provide visual representations that compare the costs, resource usage, and non-compliance across the client's multiple heterogeneous cloud services. Further, machine learning aspects of the application can provide recommendations and trend analysis for cloud service asset usage.

公开(公告)号：US11734297B1

公开(公告)日：2023-08-22

申请号：US17841428

申请日：2022-06-15

Applicant: Splunk Inc.

Inventor： Subramaniam Baskaran ,  Syam Bollu ,  Tristan Fletcher ,  Michael Margulis ,  Joel Schoenberg ,  Omprakaash Thoppai

IPC: G06F16/25 ,  G06F16/2455 ,  G06F16/248

CPC classification number: G06F16/254 ,  G06F16/248 ,  G06F16/24568 ,  G06F16/258

Abstract: A computer implemented method includes establishing, by a data intake and query system, a network connection between the data intake and query system and an application and infrastructure monitoring platform. The data intake and query system receives a data stream from the application and infrastructure monitoring platform. The computer implemented method further includes transforming the data stream while receiving the data stream to obtain a transformed data stream. Further, the transformed data stream is analyzed while receiving the data stream to generate analysis results, which are presented.

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.