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公开(公告)号：US20180218269A1
公开(公告)日：2018-08-02
申请号：US15419918
申请日：2017-01-30
Applicant: SPLUNK INC.
Inventor： Adam Jamison Oliner , Aungon Nag Radon , Manwah Wong , Manish Sainani , Harsh Keswani
CPC classification number: G06N5/04 , G06F16/2465 , G06F16/26 , G06N20/00
Abstract: Embodiments of the present invention are directed to facilitating event forecasting. In accordance with aspects of the present disclosure, a set of events determined from raw machine data is obtained. The events are analyzed to identify leading indicators that indicate a future occurrence of a target event, wherein the leading indicators occur during a search period of time the precedes a warning period of time, thereby providing time for an action to be performed prior to an occurrence of a predicted target event. At least one of the leading indicators is used to predict a target event. An event notification is provided indicating the prediction of the target event.
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公开(公告)号：US10726079B2
公开(公告)日：2020-07-28
申请号：US15884090
申请日：2018-01-30
Applicant: SPLUNK INC.
Inventor： Iman Makaremi , Gyanendra Rana , Iryna Vogler-Ivashchanka , Adam Oliner , Harsh Keswani , Manish Sainani , Alexander Kim
IPC: G06F15/173 , G06F16/951 , H04L12/24 , H04L29/08 , H04L29/06 , G06F16/2458 , G06F40/30
Abstract: Operational machine components of an information technology (IT) or other microprocessor- or microcontroller-permeated environment generate disparate forms of machine data. Network connections are established between these components and processors of an automatic data intake and query system (DIQS). The DIQS conducts network transactions on a periodic and/or continuous basis with the machine components to receive the disparate data and ingest certain of the data as measurement entries of a DIQS metrics datastore that is searchable for DIQS query processing. The DIQS may receive search queries to process against the received and ingested data via an exposed network interface. In one example embodiment, a query building component conducts a user interface using a network attached client device. The query building component may elicit search criteria via the user interface using a natural language interface, construct a proper query therefrom, and present new information based on results returned from the DIQS.
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公开(公告)号：US20190236210A1
公开(公告)日：2019-08-01
申请号：US15884090
申请日：2018-01-30
Applicant: SPLUNK INC.
Inventor： Iman Makaremi , Gyanendra Rana , Iryna Vogler-Ivashchanka , Adam Oliner , Harsh Keswani , Manish Sainani , Alexander Kim
Abstract: Operational machine components of an information technology (IT) or other microprocessor- or microcontroller-permeated environment generate disparate forms of machine data. Network connections are established between these components and processors of an automatic data intake and query system (DIQS). The DIQS conducts network transactions on a periodic and/or continuous basis with the machine components to receive the disparate data and ingest certain of the data as measurement entries of a DIQS metrics datastore that is searchable for DIQS query processing. The DIQS may receive search queries to process against the received and ingested data via an exposed network interface. In one example embodiment, a query building component conducts a user interface using a network attached client device. The query building component may elicit search criteria via the user interface using a natural language interface, construct a proper query therefrom, and present new information based on results returned from the DIQS.
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公开(公告)号：US11921799B1
公开(公告)日：2024-03-05
申请号：US18162632
申请日：2023-01-31
Applicant: Splunk Inc.
Inventor： Iman Makaremi , Gyanendra Rana , Iryna Vogler-Ivashchanka , Adam Oliner , Harsh Keswani , Manish Sainani , Alexander Kim
IPC: H04L41/069 , G06F16/2458 , G06F16/951 , G06F40/30 , H04L41/0686 , H04L67/01 , H04L67/141
CPC classification number: G06F16/951 , G06F16/2471 , G06F40/30 , H04L41/0686 , H04L41/069 , H04L67/01 , H04L67/141
Abstract: Operational machine components of an information technology (IT) or other microprocessor- or microcontroller-permeated environment generate disparate forms of machine data. Network connections are established between these components and processors of an automatic data intake and query system (DIQS). The DIQS conducts network transactions on a periodic and/or continuous basis with the machine components to receive the disparate data and ingest certain of the data as measurement entries of a DIQS metrics datastore that is searchable for DIQS query processing. The DIQS may receive search queries to process against the received and ingested data via an exposed network interface. In one example embodiment, a query building component conducts a user interface using a network attached client device. The query building component may elicit search criteria via the user interface using a natural language interface, construct a proper query therefrom, and present new information based on results returned from the DIQS.
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Patent Agency Ranking
公开(公告)号：US20200320145A1
公开(公告)日：2020-10-08
申请号：US16904168
申请日：2020-06-17
Applicant: SPLUNK Inc.
Inventor： Iman Makaremi , Gyanendra Rana , Iryna Vogler-Ivashchanka , Adam Oliner , Harsh Keswani , Manish Sainani , Alexander Kim
IPC: G06F16/951 , H04L12/24 , H04L29/08 , H04L29/06 , G06F16/2458 , G06F40/30
Abstract: Operational machine components of an information technology (IT) or other microprocessor- or microcontroller-permeated environment generate disparate forms of machine data. Network connections are established between these components and processors of an automatic data intake and query system (DIQS). The DIQS conducts network transactions on a periodic and/or continuous basis with the machine components to receive the disparate data and ingest certain of the data as measurement entries of a DIQS metrics datastore that is searchable for DIQS query processing. The DIQS may receive search queries to process against the received and ingested data via an exposed network interface. In one example embodiment, a query building component conducts a user interface using a network attached client device. The query building component may elicit search criteria via the user interface using a natural language interface, construct a proper query therefrom, and present new information based on results returned from the DIQS.
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公开(公告)号：US11915156B1
公开(公告)日：2024-02-27
申请号：US17384519
申请日：2021-07-23
Applicant: Splunk Inc.
Inventor： Adam Jamison Oliner , Aungon Nag Radon , Manwah Wong , Manish Sainani , Harsh Keswani
IPC: G06N5/04 , G06N20/00 , G06F16/2458 , G06F16/26
CPC classification number: G06N5/04 , G06F16/2465 , G06F16/26 , G06N20/00
Abstract: Embodiments of the present invention are directed to facilitating event forecasting. In accordance with aspects of the present disclosure, a set of events determined from raw machine data is obtained. The events are analyzed to identify leading indicators that indicate a future occurrence of a target event, wherein the leading indicators occur during a search period of time the precedes a warning period of time, thereby providing time for an action to be performed prior to an occurrence of a predicted target event. At least one of the leading indicators is used to predict a target event. An event notification is provided indicating the prediction of the target event.
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公开(公告)号：US11593443B1
公开(公告)日：2023-02-28
申请号：US17449545
申请日：2021-09-30
Applicant: SPLUNK INC.
Inventor： Iman Makaremi , Gyanendra Rana , Iryna Vogler-Ivashchanka , Adam Oliner , Harsh Keswani , Manish Sainani , Alexander Kim
IPC: H04L41/069 , H04L67/141 , H04L41/0686 , G06F16/951 , G06F16/2458 , G06F40/30 , H04L67/01
Abstract: Operational machine components of an information technology (IT) or other microprocessor- or microcontroller-permeated environment generate disparate forms of machine data. Network connections are established between these components and processors of an automatic data intake and query system (DIQS). The DIQS conducts network transactions on a periodic and/or continuous basis with the machine components to receive the disparate data and ingest certain of the data as measurement entries of a DIQS metrics datastore that is searchable for DIQS query processing. The DIQS may receive search queries to process against the received and ingested data via an exposed network interface. In one example embodiment, a query building component conducts a user interface using a network attached client device. The query building component may elicit search criteria via the user interface using a natural language interface, construct a proper query therefrom, and present new information based on results returned from the DIQS.
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公开(公告)号：US11188600B2
公开(公告)日：2021-11-30
申请号：US16904168
申请日：2020-06-17
Applicant: SPLUNK Inc.
Inventor： Iman Makaremi , Gyanendra Rana , Iryna Vogler-Ivashchanka , Adam Oliner , Harsh Keswani , Manish Sainani , Alexander Kim
IPC: G06F16/951 , H04L12/24 , H04L29/06 , H04L29/08 , G06F16/2458 , G06F40/30
Abstract: Operational machine components of an information technology (IT) or other microprocessor- or microcontroller-permeated environment generate disparate forms of machine data. Network connections are established between these components and processors of an automatic data intake and query system (DIQS). The DIQS conducts network transactions on a periodic and/or continuous basis with the machine components to receive the disparate data and ingest certain of the data as measurement entries of a DIQS metrics datastore that is searchable for DIQS query processing. The DIQS may receive search queries to process against the received and ingested data via an exposed network interface. In one example embodiment, a query building component conducts a user interface using a network attached client device. The query building component may elicit search criteria via the user interface using a natural language interface, construct a proper query therefrom, and present new information based on results returned from the DIQS.
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公开(公告)号：US11093837B2
公开(公告)日：2021-08-17
申请号：US15419918
申请日：2017-01-30
Applicant: SPLUNK INC.
Inventor： Adam Jamison Oliner , Aungon Nag Radon , Manwah Wong , Manish Sainani , Harsh Keswani
IPC: G06N5/04 , G06N20/00 , G06F16/2458 , G06F16/26
Abstract: Embodiments of the present invention are directed to facilitating event forecasting. In accordance with aspects of the present disclosure, a set of events determined from raw machine data is obtained. The events are analyzed to identify leading indicators that indicate a future occurrence of a target event, wherein the leading indicators occur during a search period of time the precedes a warning period of time, thereby providing time for an action to be performed prior to an occurrence of a predicted target event. At least one of the leading indicators is used to predict a target event. An event notification is provided indicating the prediction of the target event.
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