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公开(公告)号：US20180032908A1
公开(公告)日：2018-02-01
申请号：US15224439
申请日：2016-07-29
Applicant: Splunk Inc.
Inventor： Pradeep B. Nagaraju , Adam Jamison Oliner , Brian Matthew Gilmore , Erick Anthony Dean , Jiahan Wang
Abstract: Disclosed is a technique that can be performed by an electronic device. The technique can include generating raw data based on inputs to the electronic device, and sending the raw data or data items over a network to a server computer system. The sent raw data or the data items can include training data. The technique can further include receiving global model data from the server computer system over the network. The global model data may have been derived from the training data in accordance with a machine learning process. The technique can further include generating an updated local model by updating a local model associated with the electronic device based on the received global model data, and processing local data based on the updated local model to generate output data. The local data can include raw data or data items generated based on inputs to the electronic device.
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公开(公告)号：US11768875B2
公开(公告)日：2023-09-26
申请号：US17723440
申请日：2022-04-18
Applicant: Splunk Inc.
Inventor： Erick Anthony Dean , Brian Matthew Gilmore
IPC: G06F16/22 , G06F16/248 , G06F3/0484 , G06F16/901 , H04L67/10 , G05B19/4063 , G06F16/26 , G06F16/9535
CPC classification number: G06F16/9027 , G05B19/4063 , G06F16/248 , G06F16/26 , G06F16/9017 , G06F16/9535 , H04L67/10 , G05B2219/32404
Abstract: A method to provide an interface for asset tee determination includes performing a search of data, the search including user-supplied criteria information, causing display of results of the search, receiving user input providing classifications for the results of the search, the classifications indicating asset identifier and asset parent identifier fields in the results of the search, identifying, based on the user input and the results of the search, a plurality of unique assets identifiers and corresponding asset parent identifiers, and automatically generating a computer representation of an asset hierarchy comprising an asset node for each asset identifier, an asset parent node for each asset parent identifier, and a representation of hierarchical relationships between asset nodes and asset parent nodes.
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公开(公告)号：US11552866B1
公开(公告)日：2023-01-10
申请号：US16725935
申请日：2019-12-23
Applicant: Splunk Inc.
Inventor： Pradeep B. Nagaraju , Adam Jamison Oliner , Brian Matthew Gilmore , Erick Anthony Dean , Jiahan Wang
IPC: G06F15/177 , H04L43/028 , G06F16/9038 , G06F16/901 , H04L41/14 , G06F16/2458 , H04L43/08 , G06N20/00 , G06N5/04
Abstract: Disclosed is a technique that can be performed by a server computer system. The technique can include obtaining data from each of multiple endpoint devices to form global data. The global data can be generated by the endpoint devices in accordance with local instructions in each of the endpoint devices. The technique further includes generating global instructions based on the global data and sending the global instructions to a particular endpoint device. The global instructions configure the particular endpoint device to perform a data analytic operation that analyzes events. The events can include raw data generated by a sensor of the particular endpoint device.
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公开(公告)号：US11210278B1
公开(公告)日：2021-12-28
申请号：US16147430
申请日：2018-09-28
Applicant: Splunk Inc.
Inventor： Erick Anthony Dean , Jindrich Dinga , Marvin Herville Green
IPC: G06F16/22 , G06F16/248 , G06F16/24 , G06F16/2458 , G06F16/2453 , G06F3/0484 , G06F16/28
Abstract: An asset monitoring and reporting system (AMRS) implements an interface to establish an asset hierarchy to be monitored and reported against. The interface employs a search query of extant asset data from which definitional aspects of the asset hierarchy can be identified, and therefrom the interface automatically determines control information reflective of the asset hierarchy to direct the ongoing operation of the AMRS. The interface further receives an identification of one or more asset nodes of an asset hierarchy for inclusion in an asset group, receives an identification of a group metric definition of a group metric of the asset group, and reflects in computer storage an asset group definition comprising an association of each of the one or more asset nodes and an association of the group metric definition.
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公开(公告)号：US11087236B2
公开(公告)日：2021-08-10
申请号：US15660897
申请日：2017-07-26
Applicant: Splunk Inc.
Inventor： Pradeep Baliganapalli Nagaraju , Steve Zhang , Jiahan Wang , Adam Jamison Oliner , Erick Anthony Dean
Abstract: Disclosed is a technique that can be performed by a server computer system. The technique can include executing a machine learning process to generate a machine learning model based on global data collected from one or more electronic devices, wherein the machine learning model is described by model data. The technique can further include encapsulating the model data in a markup language document. The technique can further include sending, over a network, the markup language document to at least one electronic device of the one or more electronic devices to cause the at least one electronic device to update a local device machine learning model.
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Patent Agency Ranking
公开(公告)号：US10564622B1
公开(公告)日：2020-02-18
申请号：US16147439
申请日：2018-09-28
Applicant: Splunk Inc.
Inventor： Erick Anthony Dean , Jindrich Dinga , Marvin Herville Green
IPC: G05B19/4063 , G06F16/26 , G06F16/901 , G06F16/9535
Abstract: An asset monitoring and reporting system (AMRS) implements an interface to establish an asset hierarchy to be monitored and reported against. The interface employs a search query of extant asset data from which definitional aspects of the asset hierarchy can be identified, and therefrom the interface automatically determines control information reflective of the asset hierarchy to direct the ongoing operation of the AMRS. The interface further allows for configuration of a metric definition for a metric of an asset node of the asset hierarchy, the metric representing a point in time or a period of time and derived from a metric-time search of machine data produced by or about the asset node and receives an identification of a metric determination specification for the metric definition, the metric determination specification comprising at least identification of a metric component and identification of a calculation operation to apply to the metric component.
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公开(公告)号：US11610156B1
公开(公告)日：2023-03-21
申请号：US17397919
申请日：2021-08-09
Applicant: SPLUNK INC.
Inventor： Pradeep Baliganapalli Nagaraju , Steve Zhang , Jiahan Wang , Adam Jamison Oliner , Erick Anthony Dean
Abstract: Disclosed is a technique that can be performed by a server computer system. The technique can include executing a machine learning process to generate a machine learning model based on global data collected from one or more electronic devices, wherein the machine learning model is described by model data. The technique can further include encapsulating the model data in a markup language document. The technique can further include sending, over a network, the markup language document to at least one electronic device of the one or more electronic devices to cause the at least one electronic device to update a local device machine learning model.
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公开(公告)号：US10747816B1
公开(公告)日：2020-08-18
申请号：US16263882
申请日：2019-01-31
Applicant: Splunk Inc.
Inventor： Erick Anthony Dean , Brian Matthew Gilmore
IPC: G06F16/90 , G05B19/40 , H04L29/08 , G06F16/26 , G06F16/901 , G05B19/4063 , G06F16/248 , G06F16/9535
Abstract: An asset monitoring and reporting system (AMRS) implements an interface to establish an asset hierarchy to be monitored and reported against. The interface employs a search query of extant asset data from which definitional aspects of the asset hierarchy can be identified, and therefrom the interface automatically determines control information reflective of the asset hierarchy to direct the ongoing operation of the AMRS. The asset or component hierarchy may further inform operations related to the generation and display of a user interface presenting widgets that graphically depict information about one or more such components during AMRS operation.
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19.发明申请公开(公告)号：US20200150621A1
公开(公告)日：2020-05-14
申请号：US16743549
申请日：2020-01-15
Applicant: Splunk Inc.
Inventor： Erick Anthony Dean , Jindrich Dinga , Marvin Herville Green
IPC: G05B19/4063 , G06F16/901 , G06F16/26 , G06F16/9535
Abstract: An asset monitoring and reporting system (AMRS) implements an interface to establish an asset hierarchy to be monitored and reported against. The interface employs a search query of extant asset data from which definitional aspects of the asset hierarchy can be identified, and therefrom the interface automatically determines control information reflective of the asset hierarchy to direct the ongoing operation of the AMRS. The interface further allows for configuration of a metric definition for a metric of an asset node of the asset hierarchy, the metric representing a point in time or a period of time and derived from a metric-time search of machine data produced by or about the asset node and receives an identification of a metric determination specification for the metric definition, the metric determination specification comprising at least identification of a metric component and identification of a calculation operation to apply to the metric component.
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公开(公告)号：US20180034715A1
公开(公告)日：2018-02-01
申请号：US15224440
申请日：2016-07-29
Applicant: Splunk Inc.
Inventor： Pradeep B. Nagaraju , Adam Jamison Oliner , Brian Matthew Gilmore , Erick Anthony Dean , Jiahan Wang
Abstract: Disclosed is a technique that can be performed by an electronic device. The technique can include generating timestamped events, where the timestamped events include raw data generated by electronic device. The technique can further include obtaining results by performing a operation on the timestamped events, in accordance with instructions. The technique can further include sending the results or indicia thereof over a network to a server computer system, and receiving back new instructions generated by the server computer system based on the sent results. Lastly, the technique can include performing a new operation on timestamped events including raw data generated based by the electronic device, where the new operation can be performed in accordance with the new instructions to obtain new results.
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