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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

US20070226754A1 Methods and Apparatus for Creation of Parsing Rules 有权
标题翻译：用于创建解析规则的方法和装置
公开(公告)号：US20070226754A1
公开(公告)日：2007-09-27
申请号：US11756278
申请日：2007-05-31
申请人： Genady Grabarnik , Sheng Ma , Chang-shing Perng , Abdolreza Salahshour , David Thoenen
发明人： Genady Grabarnik , Sheng Ma , Chang-shing Perng , Abdolreza Salahshour , David Thoenen
IPC分类号： G06F13/00
CPC分类号： G06F8/427
摘要： Techniques for parsing rule creation are provided. A technique for constructing one or more message parsing rules may comprise the following steps. First, message data representing past messages, for example, associated with a network, an application and/or a system being analyzed, is obtained. For example, this may involve reading the past or historical message data from messages logs or having a system point to the message data in existing data storage. Parsing rules are then generated by a process from one or more existing rule templates and/or based on user selection and classification of at least a portion of a message. For example, the user may choose a message part and demonstratively classify the part, for example, as a positive or negative example. The generated rules may then be stored for access by a rule-based parsing system such as a message adaptation system. Prior to generation of the one or more parsing rules, a message structure may be established upon which generation of the rules may be based.
摘要翻译：提供了解析规则创建的技术。用于构建一个或多个消息解析规则的技术可以包括以下步骤。首先，获得表示与网络相关联的过去消息的消息数据，正在分析的应用和/或系统。例如，这可能涉及从消息日志中读取过去或历史消息数据或者将系统指向现有数据存储器中的消息数据。解析规则然后由来自一个或多个现有规则模板的过程和/或基于消息的至少一部分的用户选择和分类生成。例如，用户可以选择一个消息部分并且将该部分示范地分类，例如，作为肯定或否定的示例。然后，所生成的规则可以被存储以用于基于规则的解析系统（例如消息适配系统）的访问。在生成一个或多个解析规则之前，可以建立基于规则的生成的消息结构。

6. 发明授权

US07596793B2 Smart event parser for autonomic computing 有权
标题翻译：用于自主计算的智能事件解析器
公开(公告)号：US07596793B2
公开(公告)日：2009-09-29
申请号：US10334254
申请日：2002-12-31
申请人： Genady Grabarnik , Sheng Ma , Chang-shing Perng , Abdolreza Salahshour
发明人： Genady Grabarnik , Sheng Ma , Chang-shing Perng , Abdolreza Salahshour
IPC分类号： G06F9/46
CPC分类号： G06F9/546 , G06F9/541 , Y10S707/99936
摘要： An autonomic event parser configured for association with a message adapter. An autonomic event parser can include a store of parsing rules, the parsing rules having a strategically specified order. Additionally, a pattern analyzer can be programmed to identify patterns of received messages and to recommend the strategically specified order of the parsing rules. Finally, a parsing rules manager can be communicatively coupled both to the pattern analyzer and the store of parsing rules, the parsing rules manager having a configuration for ordering the parsing rules in the store based upon the recommended order of the pattern analyzer.
摘要翻译：被配置为与消息适配器关联的自主事件解析器。自主事件解析器可以包括解析规则存储，解析规则具有策略性地指定的顺序。另外，可以对模式分析器进行编程，以识别接收到的消息的模式，并推荐解析规则的策略性指定顺序。最后，解析规则管理器可以通信地耦合到模式分析器和解析规则存储，解析规则管理器具有基于模式分析器的推荐顺序来排序存储器中的解析规则的配置。

7. 发明授权

US07343604B2 Methods and apparatus for creation of parsing rules 有权
标题翻译：用于创建解析规则的方法和设备
公开(公告)号：US07343604B2
公开(公告)日：2008-03-11
申请号：US10627824
申请日：2003-07-25
申请人： Genady Grabarnik , Sheng Ma , Chang-shing Perng , Abdolreza Salahshour , David H. Thoenen
发明人： Genady Grabarnik , Sheng Ma , Chang-shing Perng , Abdolreza Salahshour , David H. Thoenen
IPC分类号： G06F9/54 , G06F15/177
CPC分类号： G06F8/427
摘要： Techniques for parsing rule creation are provided. A technique for constructing one or more message parsing rules may comprise the following steps. First, message data representing past messages, for example, associated with a network, an application and/or a system being analyzed, is obtained. For example, this may involve reading the past or historical message data from messages logs or having a system point to the message data in existing data storage. Parsing rules are then generated by a process from one or more existing rule templates and/or based on user selection and classification of at least a portion of a message. For example, the user may choose a message part and demonstratively classify the part, for example, as a positive or negative example. The generated rules may then be stored for access by a rule-based parsing system such as a message adaptation system. Prior to generation of the one or more parsing rules, a message structure may be established upon which generation of the rules may be based.
摘要翻译：提供了解析规则创建的技术。用于构建一个或多个消息解析规则的技术可以包括以下步骤。首先，获得表示与网络相关联的过去消息的消息数据，正在分析的应用和/或系统。例如，这可能涉及从消息日志中读取过去或历史消息数据或者将系统指向现有数据存储器中的消息数据。解析规则然后由来自一个或多个现有规则模板的过程和/或基于消息的至少一部分的用户选择和分类生成。例如，用户可以选择一个消息部分并且将该部分示范地分类，例如，作为肯定或否定的示例。然后，所生成的规则可以被存储以用于基于规则的解析系统（例如消息适配系统）的访问。在生成一个或多个解析规则之前，可以建立基于规则的生成的消息结构。

8. 发明授权

US07895611B2 Methods and apparatus for creation of parsing rules 有权
标题翻译：用于创建解析规则的方法和设备
公开(公告)号：US07895611B2
公开(公告)日：2011-02-22
申请号：US11756278
申请日：2007-05-31
申请人： Genady Grabarnik , Sheng Ma , Chang-shing Perng , Abdolreza Salahshour , David H. Thoenen
发明人： Genady Grabarnik , Sheng Ma , Chang-shing Perng , Abdolreza Salahshour , David H. Thoenen
IPC分类号： G06F9/44 , G06F17/00
CPC分类号： G06F8/427
摘要： Techniques for parsing rule creation are provided. A technique for constructing one or more message parsing rules may comprise the following steps. First, message data representing past messages, for example, associated with a network, an application and/or a system being analyzed, is obtained. For example, this may involve reading the past or historical message data from messages logs or having a system point to the message data in existing data storage. Parsing rules are then generated by a process from one or more existing rule templates and/or based on user selection and classification of at least a portion of a message. For example, the user may choose a message part and demonstratively classify the part, for example, as a positive or negative example. The generated rules may then be stored for access by a rule-based parsing system such as a message adaptation system. Prior to generation of the one or more parsing rules, a message structure may be established upon which generation of the rules may be based.
摘要翻译：提供了解析规则创建的技术。用于构建一个或多个消息解析规则的技术可以包括以下步骤。首先，获得表示与网络相关联的过去消息的消息数据，正在分析的应用和/或系统。例如，这可能涉及从消息日志中读取过去或历史消息数据或者将系统指向现有数据存储器中的消息数据。解析规则然后由来自一个或多个现有规则模板的过程和/或基于消息的至少一部分的用户选择和分类生成。例如，用户可以选择一个消息部分并且将该部分示范地分类，例如，作为肯定或否定的示例。然后，所生成的规则可以被存储以用于基于规则的解析系统（例如消息适配系统）的访问。在生成一个或多个解析规则之前，可以建立基于规则的生成的消息结构。

9. 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。

10. 发明申请

US20050022207A1 Methods and apparatus for creation of parsing rules 有权
标题翻译：用于创建解析规则的方法和设备
公开(公告)号：US20050022207A1
公开(公告)日：2005-01-27
申请号：US10627824
申请日：2003-07-25
申请人： Genady Grabarnik , Sheng Ma , Chang-shing Perng , Abdolreza Salahshour , David Thoenen
发明人： Genady Grabarnik , Sheng Ma , Chang-shing Perng , Abdolreza Salahshour , David Thoenen
IPC分类号： G06F9/45 , H04L12/24 , G06F9/46
CPC分类号： G06F8/427
摘要： Techniques for parsing rule creation are provided. A technique for constructing one or more message parsing rules may comprise the following steps. First, message data representing past messages, for example, associated with a network, an application and/or a system being analyzed, is obtained. For example, this may involve reading the past or historical message data from messages logs or having a system point to the message data in existing data storage. Parsing rules are then generated by a process from one or more existing rule templates and/or based on user selection and classification of at least a portion of a message. For example, the user may choose a message part and demonstratively classify the part, for example, as a positive or negative example. The generated rules may then be stored for access by a rule-based parsing system such as a message adaptation system. Prior to generation of the one or more parsing rules, a message structure may be established upon which generation of the rules may be based.
摘要翻译：提供了解析规则创建的技术。用于构建一个或多个消息解析规则的技术可以包括以下步骤。首先，获得表示与网络相关联的过去消息的消息数据，正在分析的应用和/或系统。例如，这可能涉及从消息日志中读取过去或历史消息数据或者将系统指向现有数据存储器中的消息数据。解析规则然后由来自一个或多个现有规则模板的过程和/或基于消息的至少一部分的用户选择和分类生成。例如，用户可以选择一个消息部分并且将该部分示范地分类，例如，作为肯定或否定的示例。然后，所生成的规则可以被存储以用于基于规则的解析系统（例如消息适配系统）的访问。在生成一个或多个解析规则之前，可以建立基于规则的生成的消息结构。

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