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1. 发明授权

US08160861B2 System and method for modelling a hardware component of a data processing apparatus 有权
标题翻译：用于建模数据处理装置的硬件部件的系统和方法
公开(公告)号：US08160861B2
公开(公告)日：2012-04-17
申请号：US12007634
申请日：2008-01-14
申请人： Simon Andrew Ford , Paul Halliday Peeling
发明人： Simon Andrew Ford , Paul Halliday Peeling
IPC分类号： G06F9/44
CPC分类号： G06F17/5045 , G06F2217/78
摘要： The system comprises a component model for modelling aspects of the hardware component, and feature extraction logic for extending the component model to cause the component model, when executing, to output one or more features identifying execution behavior of the component model. A statistical model is then arranged to receive the one or more features output by the component model, and to generate the output dependent on one or more features. The component model may not explicitly model features that can be used to effectively predict values of the observable property, features that a statistical model depends on may still be captured in the underlying logic and implementation of the component model. By extracting features identifying execution behavior of the component model, this can provide a suitable input to the statistical model.
摘要翻译：该系统包括用于建模硬件组件的组件的组件模型以及用于扩展组件模型以在执行时使组件模型输出识别组件模型的执行行为的一个或多个特征的特征提取逻辑。然后布置统计模型以接收由组件模型输出的一个或多个特征，并且生成取决于一个或多个特征的输出。组件模型可能未明确地模拟可用于有效预测可观察属性的特征的特征，统计模型依赖的特征可能仍然可以在基础逻辑和组件模型的实现中捕获。通过提取识别组件模型的执行行为的特征，可以为统计模型提供合适的输入。

2. 发明申请

US20080189086A1 System and method for modelling a hardware component of a data processing apparatus 有权
标题翻译：用于建模数据处理装置的硬件部件的系统和方法
公开(公告)号：US20080189086A1
公开(公告)日：2008-08-07
申请号：US12007634
申请日：2008-01-14
申请人： Simon Andrew Ford , Paul Halliday Peeling
发明人： Simon Andrew Ford , Paul Halliday Peeling
IPC分类号： G06G7/48 , G06F17/11
CPC分类号： G06F17/5045 , G06F2217/78
摘要： A system and method are provided for modelling a hardware component of a data processing apparatus in order to generate an output identifying a value of an observable property of the hardware component. The system comprises a component model for modelling aspects of the hardware component, and feature extraction logic for extending the component model to cause the component model when executing to output one or more features identifying execution behaviour of the component model. A statistical model is then arranged to receive the one or more features output by the component model, and to generate the output dependent on said one or more features. In accordance with the invention, it is observed that although the component model may not explicitly model features that can be used to effectively predict values of the observable property, features that a statistical model depends on may still be captured in the underlying logic and implementation of the component model, and accordingly by extracting features identifying execution behaviour of the component model, this can provide a suitable input to the statistical model, thereby providing a simple and effective technique for producing values of the observable property of the hardware component.
摘要翻译：提供了一种系统和方法，用于对数据处理设备的硬件组件进行建模，以便生成识别硬件组件的可观察属性的值的输出。该系统包括用于建模硬件组件的组件的组件模型，以及特征提取逻辑，用于在执行组件模型时扩展组件模型以使组件模型输出识别组件模型的执行行为的一个或多个特征。然后布置统计模型以接收由组件模型输出的一个或多个特征，并且产生取决于所述一个或多个特征的输出。根据本发明，可以观察到，尽管组件模型可能未明确地模拟可用于有效预测可观察属性的特征的特征，但是统计模型依赖的特征仍然可以被捕获在基本的逻辑和实现中组件模型，因此通过提取识别组件模型的执行行为的特征，这可以为统计模型提供合适的输入，从而提供用于产生硬件组件的可观察属性值的简单有效的技术。

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