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公开(公告)号:US20160104076A1
公开(公告)日:2016-04-14
申请号:US14859236
申请日:2015-09-18
Applicant: Splunk Inc.
Inventor: Sonal Maheshwari , Manish Sainani , Leonid Alekseyev , Alan Hardin , Jacob Barton Leverich , Adam Jamison Oliner , Brian Reyes , Alok Anant Bhide
IPC: G06N99/00
CPC classification number: G06N99/005
Abstract: Techniques are disclosed for providing adaptive thresholding technology for Key Performance Indicators (KPIs). Adaptive thresholding technology may automatically assign new values or adjust existing values for one or more thresholds of one or more time policies. Assigning threshold values using adaptive thresholding may involve identifying training data (e.g., historical data, simulated data, or example data) for the time frames and analyzing the training data to identify variations within the data (e.g., patterns, distributions, trends). A threshold value may be determined based on the variations and may be assigned to one or more of the thresholds without additional user intervention.
Abstract translation: 公开了用于为关键性能指标(KPI)提供自适应阈值技术的技术。 自适应阈值技术可以自动分配新值或调整一个或多个时间策略的一个或多个阈值的现有值。 使用自适应阈值分配阈值可以涉及识别用于时间帧的训练数据(例如,历史数据,模拟数据或示例数据),并且分析训练数据以识别数据内的变化(例如,模式,分布,趋势)。 可以基于变化来确定阈值,并且可以将阈值分配给一个或多个阈值,而无需额外的用户干预。
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公开(公告)号:US11875032B1
公开(公告)日:2024-01-16
申请号:US17732131
申请日:2022-04-28
Applicant: Splunk Inc.
Inventor: Manish Sainani , Adam Jamison Oliner , Jacob Barton Leverich , Leonid Alekseyev , Sonal Maheshwari
IPC: G06F15/16 , G06F3/0488 , G06F16/24 , G06F16/2458
CPC classification number: G06F3/0488 , G06F16/24 , G06F16/2462 , G06F16/2477
Abstract: Techniques are disclosed for anomaly detection based on a predicted value. A search query can be executed over a period of time to produce values for a key performance indicator (KPI), the search query defining the KPI and deriving a value indicative of the performance of a service at a point in time or during a period of time, the value derived from machine data pertaining to one or more entities that provide the service. A graphical user interface (GUI) enabling a user to indicate a sensitivity setting can be displayed. A user input indicating the sensitivity setting can be received via the GUI. Zero or more of the values as anomalies can be identified in consideration of the sensitivity setting indicated by the user input.
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公开(公告)号:US10776719B2
公开(公告)日:2020-09-15
申请号:US16244817
申请日:2019-01-10
Applicant: Splunk Inc.
Inventor: Sonal Maheshwari , Manish Sainani , Leonid Alekseyev , Alan Hardin , Jacob Barton Leverich , Adam Jamison Oliner , Brian Reyes , Alok Anant Bhide
Abstract: Techniques are disclosed for providing adaptive thresholding technology for Key Performance Indicators (KPIs) that are updated using training data. Adaptive thresholding technology may automatically assign new values or adjust existing values for one or more thresholds of one or more time policies. Assigning threshold values using adaptive thresholding may involve identifying training data (e.g., historical data, simulated data, or example data) for the time frames and analyzing the training data to identify variations within the data (e.g., patterns, distributions, trends). A threshold value may be determined based on the variations and may be assigned to one or more of the thresholds without additional user intervention.
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公开(公告)号:US20160103838A1
公开(公告)日:2016-04-14
申请号:US14859248
申请日:2015-09-18
Applicant: Splunk Inc.
Inventor: Manish Sainani , Adam Jamison Oliner , Jacob Barton Leverich , Leonid Alekseyev , Sonal Barton Maheshwari
IPC: G06F17/30 , G06F3/0488
CPC classification number: G06F3/0488 , H04L41/22 , H04L41/5012 , H04L41/5032 , H04L41/5045
Abstract: Techniques are disclosed for anomaly detection. A search query can be executed over a period of time to produce values for a key performance indicator (KPI), the search query defining the KPI and deriving a value indicative of the performance of a service at a point in time or during a period of time, the value derived from machine data pertaining to one or more entities that provide the service. A graphical user interface (GUI) enabling a user to indicate a sensitivity setting can be displayed. A user input indicating the sensitivity setting can be received via the GUI. Zero or more of the values as anomalies can be identified in consideration of the sensitivity setting indicated by the user input. A GUI including information related to the values identified as anomalies can be d
Abstract translation: 公开了用于异常检测的技术。 可以在一段时间内执行搜索查询以产生关键性能指标(KPI)的值,搜索查询定义KPI并且在一个时间点或在一段时间内导出指示服务的性能的值 时间,从提供服务的一个或多个实体的机器数据导出的值。 可以显示使用户能够指示灵敏度设置的图形用户界面(GUI)。 可以通过GUI接收指示灵敏度设置的用户输入。 可以考虑由用户输入指示的灵敏度设置来识别零个或多个作为异常的值。 包括与识别为异常的值相关的信息的GUI可以是d
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公开(公告)号:US20160103559A1
公开(公告)日:2016-04-14
申请号:US14859233
申请日:2015-09-18
Applicant: Splunk Inc.
Inventor: Sonal Maheshwari , Manish Sainani , Leonid Alekseyev , Alan Hardin , Jacob Barton Leverich , Adam Jamison Oliner , Brian Reyes , Alok Anant Bhide
IPC: G06F3/0481 , G06F17/30 , G06T11/20
CPC classification number: G06F3/0481 , G06F3/04812 , G06F17/30548 , G06F17/30554 , G06Q10/00 , G06T11/206 , H04L67/1095
Abstract: Techniques are disclosed for providing a graphical user interface (GUI) for displaying and configuring adaptive or static thresholds for Key Performance Indicators (KPIs). The GUI may include one or more presentation schedules that may display threshold information associated with time policies. Each presentation schedule may include multiple time slots and span a portion of one or more time cycles. Some of the time slots may be associated with a specific time policy and may have a unifying appearance that distinguishes the time slots from timeslots associated with other time policies. The presentation schedules may arrange the time slots in a time grid arrangement (e.g., calendar grid view) or a graph arrangement with depictions (e.g., points, lines) that may illustrate KPI values and threshold markers that may illustrate the threshold values.
Abstract translation: 公开了用于提供用于显示和配置关键性能指标(KPI)的自适应或静态阈值的图形用户界面(GUI)的技术。 GUI可以包括可以显示与时间策略相关联的阈值信息的一个或多个呈现计划。 每个呈现时间表可以包括多个时隙并跨越一个或多个时间周期的一部分。 一些时隙可以与特定时间策略相关联,并且可以具有将时隙与与其他时间策略相关联的时隙区分开的统一外观。 呈现时间表可以以时间网格布置(例如,日历网格视图)或具有可以示出可以示出阈值的KPI值和阈值标记的图示(例如,点,线)的图形排列来布置时隙。
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