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    • 2. 发明授权
    • Generating complex event processing rules utilizing machine learning from multiple events
    • 使用机器学习从多个事件生成复杂的事件处理规则
    • US08078556B2
    • 2011-12-13
    • US12033896
    • 2008-02-20
    • Asaf AdiElad Yom-Tov
    • Asaf AdiElad Yom-Tov
    • G06F15/18G06F17/00
    • G06N5/025
    • A novel and useful mechanism enabling a standard learning algorithm to generate rules for complex event processing (CEP) systems. The method creates rules that infer previously defined output events by creating input event feature vectors for each targeted output event. In addition, a method for automatically generating CEP system rules to infer output events which are anomalies (i.e. statistical outliers) of input event sequences is disclosed. Input feature vectors consisting of multiple input events and parameters for each targeted output event are then input into a standard learning algorithm to generate CEP system rules.
    • 一种新颖有用的机制,使标准学习算法能够为复杂事件处理(CEP)系统生成规则。 该方法创建通过为每个目标输出事件创建输入事件特征向量来推断先前定义的输出事件的规则。 此外,公开了一种用于自动生成CEP系统规则以推断输入事件序列的异常(即统计异常值)的输出事件的方法。 由多个输入事件和每个目标输出事件的参数组成的输入特征向量然后被输入到标准学习算法中以产生CEP系统规则。
    • 10. 发明申请
    • Method and system for active monitoring of dependency models
    • 主动监测依赖关系模型的方法和系统
    • US20050096966A1
    • 2005-05-05
    • US10697184
    • 2003-10-30
    • Asaf AdiOpher EtzionDagan GilatGuy Sharon
    • Asaf AdiOpher EtzionDagan GilatGuy Sharon
    • G06Q10/00G06F17/60
    • G06Q10/06G06Q10/063G06Q10/06375G06Q10/101
    • A method and system for ADI (Active Dependency Integration) provides an information and execution model for the description of enterprise systems, solutions and services. It supports the modeling of various entities and business components (e.g. event, disk, application, activity, business process), the information that is associated with them (i.e. schema), and the semantic relationships among them (e.g. dependency between a business component and other business components and events). The ADI execution model monitors and manages business components and the relationships among them. It automatically updates business components information in response to events occurrences and constraints violations, and propagates changes in business components to other business components according to the dependency model.
    • ADI(Active Dependency Integration)的方法和系统为企业系统,解决方案和服务的描述提供了一个信息和执行模型。 它支持各种实体和业务组件(例如事件,磁盘,应用程序,活动,业务流程)的建模,与它们相关联的信息(即模式)以及它们之间的语义关系(例如业务组件和 其他业务组件和事件)。 ADI执行模型监视和管理业务组件及其之间的关系。 它会根据事件发生和约束违规自动更新业务组件信息,并根据依赖关系模型将业务组件的更改传播到其他业务组件。