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

IPC: G06N5/04 ,  G06N99/00 ,  G06F17/30

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.

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.

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.