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    • 34. 发明授权
    • Methods and apparatus for creation of parsing rules
    • 用于创建解析规则的方法和设备
    • US07895611B2
    • 2011-02-22
    • US11756278
    • 2007-05-31
    • Genady GrabarnikSheng MaChang-shing PerngAbdolreza SalahshourDavid H. Thoenen
    • Genady GrabarnikSheng MaChang-shing PerngAbdolreza SalahshourDavid H. Thoenen
    • G06F9/44G06F17/00
    • G06F8/427
    • 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.
    • 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。
    • 37. 发明申请
    • IT RESOURCE EVENT SITUATION CLASSIFICATION AND SEMANTICS
    • 资源活动情况分类和语义
    • US20090006298A1
    • 2009-01-01
    • US12205722
    • 2008-09-05
    • Abdolreza SalahshourMa ShengDavid Matthew LoewensternKevin Gordon Minerley
    • Abdolreza SalahshourMa ShengDavid Matthew LoewensternKevin Gordon Minerley
    • G06N5/02
    • G06F9/542
    • An off-line knowledge acquisition process takes IT resource messages and automatically generates a set of rules used to provide situation categories for the resource messages/events. The off-line knowledge acquisition process generates an event-to-situation mapping file for efficiently mapping situation to events in runtime. Rules are fed back into a knowledge repository and process for reuse. The off-line knowledge acquisition process provides methods to reiterate the process of mining (autonomically and/or by human interaction) to improve the rules and confidence level assigning the situation categories. A runtime categorizer component uses the event-to-situation mapping file to add situation categories to the IT resource events. The runtime categorizer uses a plurality of annotator components each capable of adding a situation annotation to incoming messages based on rules generated by the off-line knowledge acquisition process. An assessment component chooses the best situation category from those annotated by the annotator components.
    • 离线知识获取过程需要IT资源消息,并自动生成用于为资源消息/事件提供情境类别的一组规则。 离线知识获取过程生成事件到状态映射文件,用于有效地将情况映射到运行时的事件。 规则被反馈到知识库和进程中进行重用。 离线知识获取过程提供了重新开采(自主和/或人类交互)过程的方法,以改进分配情境类别的规则和置信水平。 运行时分类器组件使用事件到情境映射文件将情况类别添加到IT资源事件。 运行时分类器使用多个注释器组件,每个注释器组件能够基于由离线知识获取过程生成的规则向入局消息添加情境注释。 评估组件从注释器组件注释的组件中选择最佳情境类别。
    • 38. 发明授权
    • Incremental detection and visualization of problem patterns and symptoms based monitored events
    • 基于监测事件的问题模式和症状的增量检测和可视化
    • US07251584B1
    • 2007-07-31
    • US11374672
    • 2006-03-14
    • Marcelo PerazoloAbdolreza Salahshour
    • Marcelo PerazoloAbdolreza Salahshour
    • G06F11/30G06F15/00
    • G06F11/008
    • A computer system includes a symptoms database having symptoms that relate to problems, where each symptom includes an event correlation rule having corresponding predicates. To identify a root cause of a problem, collected events are correlated with symptoms based upon their associated event correlation rule(s). For each symptom at least partially matched to an event, visualization information is associated with corresponding events based upon the visualization attribute of the symptom, and textual information is associated with event based upon the recommendation of the symptom. Moreover, recommendations may be provided to an operator, such as based upon information associated with the symptom. The event and symptom data is analyzed by grouping events in the set of events based upon their associated visualization information and presenting the textual information associated with an operator-selected event.
    • 计算机系统包括具有与问题相关的症状的症状数据库,其中每个症状包括具有相应谓词的事件相关规则。 为了确定问题的根本原因,收集的事件与其相关联的事件相关规则的症状相关。 对于与事件至少部分匹配的每个症状,基于症状的可视化属性,可视化信息与相应的事件相关联,并且文本信息基于症状的推荐与事件相关联。 此外,可以向运营商提供建议,诸如基于与症状相关的信息。 通过基于其相关联的可视化信息对事件集合中的事件和呈现与操作者选择的事件相关联的文本信息来分析事件和症状数据。
    • 40. 发明申请
    • Methods and apparatus for creation of parsing rules
    • 用于创建解析规则的方法和设备
    • US20050022207A1
    • 2005-01-27
    • US10627824
    • 2003-07-25
    • Genady GrabarnikSheng MaChang-shing PerngAbdolreza SalahshourDavid Thoenen
    • Genady GrabarnikSheng MaChang-shing PerngAbdolreza SalahshourDavid Thoenen
    • G06F9/45H04L12/24G06F9/46
    • G06F8/427
    • 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.
    • 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。