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1. 发明授权

US07631058B2 Systems and methods for validation, completion and construction of event relationship networks 失效
标题翻译：事件关系网络的验证，完成和构建的系统和方法
公开(公告)号：US07631058B2
公开(公告)日：2009-12-08
申请号：US09976543
申请日：2001-10-12
申请人： Genady Grabarnik , Joseph L. Hellerstein , Sheng Ma , Chang-Shing Perng , David Hutchinson Thoenen
发明人： Genady Grabarnik , Joseph L. Hellerstein , Sheng Ma , Chang-Shing Perng , David Hutchinson Thoenen
IPC分类号： G06F15/173
CPC分类号： H04L41/0631
摘要： Techniques for data-driven validation, completion and construction of event relationship networks (ERNs) are provided. Event relationship networks are widely used in event management system design. To date, ERNs are constructed purely based on human expertise and there is no automatic or event semi-automatic method that validates or completes ERNs. The present invention provides techniques for automatically validating and completing existing ERNs and/or constructing new ERNs, based on collected event data.
摘要翻译：提供了数据驱动验证，完成和构建事件关系网络（ERN）的技术。事件关系网络广泛应用于事件管理系统设计。迄今为止，ERN纯粹是基于人类的专业知识，并且没有自动或事件半自动的方法验证或完成ERN。本发明提供了基于收集的事件数据来自动验证和完成现有ERN和/或构建新ERN的技术。

2. 发明授权

US06697802B2 Systems and methods for pairwise analysis of event data 有权
标题翻译：事件数据成对分析的系统和方法
公开(公告)号：US06697802B2
公开(公告)日：2004-02-24
申请号：US09976574
申请日：2001-10-12
申请人： Sheng Ma , Genady Grabarnik , Joseph L. Hellerstein , Chang-Shing Perng
发明人： Sheng Ma , Genady Grabarnik , Joseph L. Hellerstein , Chang-Shing Perng
IPC分类号： G06F1700
CPC分类号： G06F17/30595 , Y10S707/99934 , Y10S707/99935 , Y10S707/99936
摘要： Techniques for mining or discovering one or more patterns in an input data set, wherein the input data set is characterized by attributes, comprises the following steps. First, the technique includes mapping attributes of the input data set to mapping values. Then, one or more candidate patterns are formed as groupings of two mapping values that occur within a predefined time period. Next, for each of the one or more candidate patterns, a qualification function is computed and a result of the qualification function is compared with at least one predefined threshold value. The one or more candidate patterns whose qualification function results are greater than or equal to the predefined threshold value are identified as one or more qualified patterns.
摘要翻译：用于在输入数据集中挖掘或发现一个或多个模式的技术，其中所述输入数据集由属性表征，包括以下步骤。首先，该技术包括将输入数据集的属性映射到映射值。然后，形成一个或多个候选模式作为在预定时间段内出现的两个映射值的分组。接下来，对于一个或多个候选模式中的每一个，计算资格功能，并将资格功能的结果与至少一个预定义的阈值进行比较。其资格功能结果大于或等于预定阈值的一个或多个候选模式被识别为一个或多个合格模式。

3. 发明授权

US07657627B2 System and program product for throttling events in an information technology system 失效
标题翻译：用于在信息技术系统中调节事件的系统和程序产品
公开(公告)号：US07657627B2
公开(公告)日：2010-02-02
申请号：US12027369
申请日：2008-02-07
申请人： Genady Grabarnik , Sheng Ma , Chang-Shing Perng , David H. Thoenen
发明人： Genady Grabarnik , Sheng Ma , Chang-Shing Perng , David H. Thoenen
IPC分类号： G06F15/173 , G06F15/16
CPC分类号： H04L43/00 , H04L29/06 , H04L41/064 , H04L43/067 , H04L43/16 , H04L67/325 , H04L69/329
摘要： A system and program product for generating throttling parameters for an information management (IT) system based on historical event log data. An embodiment of the system comprises: an identification system that examines the historical event log data and identifies throttling candidates, wherein each throttling candidate comprises an event type for redundant events that reoccur over at least one measured time period; and an analysis system that statistically analyzes event data associated with each throttling candidate and generates a set of throttling parameters for each throttling candidate based on the event data.
摘要翻译：一种用于根据历史事件日志数据为信息管理（IT）系统生成调节参数的系统和程序产品。该系统的实施例包括：识别系统，其检查历史事件日志数据并识别限制候选，其中每个节流候选包括用于在至少一个测量时间周期上重现的冗余事件的事件类型; 以及分析系统，其统计分析与每个节流候选相关联的事件数据，并且基于事件数据为每个节流候选产生一组节流参数。

4. 发明授权

US07392311B2 System and method for throttling events in an information technology system 失效
标题翻译：在信息技术系统中节制事件的系统和方法
公开(公告)号：US07392311B2
公开(公告)日：2008-06-24
申请号：US10464997
申请日：2003-06-19
申请人： Genady Grabarnik , Sheng Ma , Chang-Shing Perng , David H. Thoenen
发明人： Genady Grabarnik , Sheng Ma , Chang-Shing Perng , David H. Thoenen
IPC分类号： G06F15/173 , G06F15/16
CPC分类号： H04L43/00 , H04L29/06 , H04L41/064 , H04L43/067 , H04L43/16 , H04L67/325 , H04L69/329
摘要： A system and method for generating throttling parameters for an information management (IT) system based on historical event log data. The system comprises: an identification system that examines the historical event log data and identifies throttling candidates, wherein each throttling candidate comprises an event type for redundant events that reoccur over at least one measured time period; and an analysis system that statistically analyzes event data associated with each throttling candidate and generates a set of throttling parameters for each throttling candidate based on the event data.
摘要翻译：一种用于根据历史事件日志数据为信息管理（IT）系统生成调节参数的系统和方法。该系统包括：识别系统，其检查历史事件日志数据并识别限制候选，其中每个节流候选包括用于在至少一个测量时间段内重现的冗余事件的事件类型; 以及分析系统，其统计分析与每个节流候选相关联的事件数据，并且基于事件数据为每个节流候选产生一组节流参数。

5. 发明申请

US20080133750A1 SYSTEM AND PROGRAM PRODUCT FOR THROTTLING EVENTS IN AN INFORMATION TECHNOLOGY SYSTEM 失效
标题翻译：信息技术系统中的扭转事件的系统和程序产品
公开(公告)号：US20080133750A1
公开(公告)日：2008-06-05
申请号：US12027369
申请日：2008-02-07
申请人： Genady Grabarnik , Sheng Ma , Chang-Shing Perng , David H. Thoenen
发明人： Genady Grabarnik , Sheng Ma , Chang-Shing Perng , David H. Thoenen
IPC分类号： G06F15/173
CPC分类号： H04L43/00 , H04L29/06 , H04L41/064 , H04L43/067 , H04L43/16 , H04L67/325 , H04L69/329
摘要： A system and program product for generating throttling parameters for an information management (IT) system based on historical event log data. An embodiment of the system comprises: an identification system that examines the historical event log data and identifies throttling candidates, wherein each throttling candidate comprises an event type for redundant events that reoccur over at least one measured time period; and an analysis system that statistically analyzes event data associated with each throttling candidate and generates a set of throttling parameters for each throttling candidate based on the event data.
摘要翻译：一种用于根据历史事件日志数据为信息管理（IT）系统生成调节参数的系统和程序产品。该系统的实施例包括：识别系统，其检查历史事件日志数据并识别限制候选，其中每个节流候选包括用于在至少一个测量时间周期上重现的冗余事件的事件类型; 以及分析系统，其统计分析与每个节流候选相关联的事件数据，并且基于事件数据为每个节流候选产生一组节流参数。

6. 发明授权

US06907426B2 Systems and methods for identifying and counting instances of temporal patterns 有权
标题翻译：用于识别和计数时间模式实例的系统和方法
公开(公告)号：US06907426B2
公开(公告)日：2005-06-14
申请号：US09860154
申请日：2001-05-17
申请人： Joseph L. Hellerstein , Sheng Ma , Chang-Shing Perng
发明人： Joseph L. Hellerstein , Sheng Ma , Chang-Shing Perng
IPC分类号： G06F17/30 , G06F7/00 , G06N5/02
CPC分类号： G06F17/30551 , G06F2216/03 , Y10S707/99936
摘要： Systems and methods for instance counting and for the identification of a temporal pattern in an event sequence. The system addresses the use of “earliest-first” and “no-reuse” policies as criteria for the correctness of counting. The system also achieves higher performance than conventional methods by utilizing incremental computation.
摘要翻译：用于实例计数和用于识别事件序列中的时间模式的系统和方法。该系统以“最早优先”和“不再使用”策略的方式解决了计数正确性的标准。该系统还通过利用增量计算实现了比传统方法更高的性能。

7. 发明授权

US07827132B2 Peer based event conversion 有权
标题翻译：基于对等的事件转换
公开(公告)号：US07827132B2
公开(公告)日：2010-11-02
申请号：US11531901
申请日：2006-09-14
申请人： Genady Grabarnik , Chang-Shing Perng , Abdolreza Salahshour , Balan Subramanian
发明人： Genady Grabarnik , Chang-Shing Perng , Abdolreza Salahshour , Balan Subramanian
IPC分类号： G06E1/00 , G06E3/00
CPC分类号： G06F17/2247
摘要： A rule set to convert an event into a standardized format can be established based on cooperation among peer processing nodes. A processing node that receives the event takes the initial responsibility to convert the event. The responsible processing node initially attempts to convert the event using locally available rules. If the initial attempt fails, the responsible processing node will communicate the event to peer processing nodes and request them to provide conversion rules. Upon receipt of the rules provided by the peer processing nodes, the responsible processing node combines the received rules with the locally available rules to generate a rule set to convert the event. The responsible processing node may also transfer the event to another processing node for the other processing node to take the responsibility to convert the event.
摘要翻译：可以基于对等处理节点之间的协作来建立将事件转换成标准格式的规则集。接收事件的处理节点负责转换事件。负责的处理节点最初尝试使用本地可用规则转换事件。如果初始尝试失败，负责的处理节点会将事件传达给对等处理节点，并请求它们提供转换规则。在接收到对等处理节点提供的规则时，负责处理节点将接收到的规则与本地可用的规则组合以生成用于转换事件的规则集。负责处理节点还可以将事件传送到另一个处理节点，以便另一个处理节点负责转换事件。

8. 发明申请

US20080082473A1 PEER BASED EVENT CONVERSION 有权
标题翻译：基于同事的活动转换
公开(公告)号：US20080082473A1
公开(公告)日：2008-04-03
申请号：US11531901
申请日：2006-09-14
申请人： Genady Grabarnik , Chang-Shing Perng , Abdolreza Salahshour , Balan Subramanian
发明人： Genady Grabarnik , Chang-Shing Perng , Abdolreza Salahshour , Balan Subramanian
IPC分类号： G06N5/02
CPC分类号： G06F17/2247
摘要： A rule set to convert an event into a standardized format can be established based on cooperation among peer processing nodes. A processing node that receives the event takes the initial responsibility to convert the event. The responsible processing node initially attempts to convert the event using locally available rules. If the initial attempt fails, the responsible processing node will communicate the event to peer processing nodes and request them to provide conversion rules. Upon receipt of the rules provided by the peer processing nodes, the responsible processing node combines the received rules with the locally available rules to generate a rule set to convert the event. The responsible processing node may also transfer the event to another processing node for the other processing node to take the responsibility to convert the event.
摘要翻译：可以基于对等处理节点之间的协作来建立将事件转换成标准格式的规则集。接收事件的处理节点负责转换事件。负责的处理节点最初尝试使用本地可用规则转换事件。如果初始尝试失败，负责的处理节点会将事件传达给对等处理节点，并请求它们提供转换规则。在接收到对等处理节点提供的规则时，负责处理节点将接收到的规则与本地可用的规则组合以生成用于转换事件的规则集。负责处理节点还可以将事件传送到另一个处理节点，以便另一个处理节点负责转换事件。

9. 发明授权

US07783694B2 Identification of relevant metrics 有权
标题翻译：识别相关指标
公开(公告)号：US07783694B2
公开(公告)日：2010-08-24
申请号：US11433205
申请日：2006-05-12
申请人： Chang-Shing Perng , Steve Lin , Sheng Ma , David Thoenen
发明人： Chang-Shing Perng , Steve Lin , Sheng Ma , David Thoenen
IPC分类号： G06F17/15
CPC分类号： H04L41/5009 , H04L41/5003 , H04L43/045 , H04L43/08 , H04L43/16
摘要： A method and system for identifying relevant metrics among metrics that are measured to determine conformance with a service level agreement. The method includes selecting two sets of points, each set representing a given number of measurements for an individual metric and setting a separate threshold for each of the sets of points. The threshold values are selected to produce a set of quadrants so as to maximize distribution of points of intersection of each of the sets of points between a second quadrant and a fourth quadrant in a four-quadrant graph. The method can be performed on a computer system.
摘要翻译：一种用于识别被测量的度量中的相关度量以确定与服务水平协议一致的方法和系统。该方法包括选择两组点，每组集合表示针对各个度量的给定数量的测量，并为每组点设置单独的阈值。选择阈值以产生一组象限，以便最大化在四象限图中的第二象限和第四象限之间的每组点的交集点的分布。该方法可以在计算机系统上执行。

10. 发明申请

US20070263550A1 Identification of relevant metrics 有权
标题翻译：识别相关指标
公开(公告)号：US20070263550A1
公开(公告)日：2007-11-15
申请号：US11433205
申请日：2006-05-12
申请人： Chang-Shing Perng , Steve Lin , Sheng Ma , David Thoenen
发明人： Chang-Shing Perng , Steve Lin , Sheng Ma , David Thoenen
IPC分类号： H04L12/26
CPC分类号： H04L41/5009 , H04L41/5003 , H04L43/045 , H04L43/08 , H04L43/16
摘要： A method and system for identifying relevant metrics among metrics that are measured to determine conformance with a service level agreement. The method includes selecting two sets of points, each set representing a given number of measurements for an individual metric and setting a separate threshold for each of the sets of points. The threshold values are selected to produce a set of quadrants so as to maximize distribution of points of intersection of each of the sets of points between a second quadrant and a fourth quadrant in a four-quadrant graph. The method can be performed on a computer system.
摘要翻译：一种用于识别被测量的度量中的相关度量以确定与服务水平协议一致的方法和系统。该方法包括选择两组点，每组集合表示针对各个度量的给定数量的测量，并为每组点设置单独的阈值。选择阈值以产生一组象限，以便最大化在四象限图中的第二象限和第四象限之间的每组点的交集点的分布。该方法可以在计算机系统上执行。

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