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    • 10. 发明申请
    • System and methods for IT resource event situation classification and semantics
    • 用于IT资源事件状态分类和语义的系统和方法
    • US20070005535A1
    • 2007-01-04
    • US11117151
    • 2005-04-27
    • Abdolreza SalahshourMa ShengDavid LoewensternKevin Minerley
    • Abdolreza SalahshourMa ShengDavid LoewensternKevin Minerley
    • G06F15/18
    • G06F9/542
    • An off-line knowledge acquisition process takes IT resource messages, in CBE format generated natively or using generic log adapter, and use a variety of mining techniques and technologies to automatically generate a set of rules used to provide situation categories for the resource messages/events. The off-line knowledge acquisition process also 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 also 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, when available from the off-line knowledge acquisition process, to add situation categories to the IT resource events. In addition, 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.
    • 离线知识获取过程以本机生成的CBE格式或使用通用日志适配器获取IT资源消息,并使用各种挖掘技术和技术自动生成一组用于为资源消息/事件提供情境类别的规则 。 离线知识获取过程还生成事件到情境映射文件,用于将情况有效地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。 离线知识获取过程还提供了重新开采(自主和/或人类交互)过程的方法,以改进分配情况类别的规则和置信水平。 运行时分类器组件使用事件到场景映射文件,当离线知识获取过程可用时,可以将情况类别添加到IT资源事件。 此外,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来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。