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    • 1. 发明授权
    • Method and apparatus auto-discovering components of distributed services
    • 方法和设备自动发现分布式服务的组件
    • US06834303B1
    • 2004-12-21
    • US09711785
    • 2000-11-13
    • Pankaj K. GargMohamed DekhilKlaus WursterJerremy HollandMartin L. GrissVijay Machiraju
    • Pankaj K. GargMohamed DekhilKlaus WursterJerremy HollandMartin L. GrissVijay Machiraju
    • G06F1516
    • H04L41/12H04L41/5058H04L67/16H04L69/329
    • An auto-discovery system discovers related components of a service operating on a distributed network. This auto-discovery system involves (1) selecting a model of the configuration of the service; (2) determining, from the model, “scope hints” that limit the possible locations of related components; (3) determining a root component of the service; (4) using scope hints to limit the search, to rapidly find related instances of components contained in the root service component; (5) determining whether a quorum of components comprising a distributed service has been discovered; (6) determining the parent service component of each discovered service component by instance matching; and (7) using the instance match information to determine the discovery tree of components that have the structure of the service map, share a common root component, and define a service group. This auto-discovery system efficiently discovers the components of a wide range of services within a distributed environment. The system limits the scope of searches for components related to previously discovered components. The system determines the relationships between the discovered service components, and matches them into groups of related services. This enables an operational manager of a distributed service to better determine service configurations, expand resource bottlenecks, and improve an end-users' experience.
    • 自动发现系统发现在分布式网络上运行的业务的相关组件。 该自动发现系统包括(1)选择服务配置的模型; (2)从模型中确定限制相关组件可能位置的“范围提示”; (3)确定服务的根部分; (4)使用范围提示限制搜索,快速查找根服务组件中包含的组件的相关实例; (5)确定是否已经发现包括分布式服务的组件的法定人数; (6)通过实例匹配确定每个发现的服务组件的父服务组件; 和(7)使用实例匹配信息来确定具有服务映射结构的组件的发现树,共享公共根组件并定义服务组。 该自动发现系统有效地发现分布式环境中广泛服务的组件。 系统限制与先前发现的组件相关的组件的搜索范围。 系统确定所发现的服务组件之间的关系,并将其与相关服务组相匹配。 这使得分布式服务的运营经理能够更好地确定服务配置,扩展资源瓶颈,并改善终端用户的体验。
    • 3. 发明授权
    • Predicting system behavior of a managed system using pattern recognition techniques
    • 使用模式识别技术预测受管系统的系统行为
    • US06522768B1
    • 2003-02-18
    • US09494842
    • 2000-01-31
    • Mohamed DekhilJerremy Holland
    • Mohamed DekhilJerremy Holland
    • G06K900
    • G06K9/00
    • A system for predicting system behavior of a managed system includes a measurement module coupled to the managed system to generate measurement data of the managed system. The measurement data include current measurement data and past measurement data. The past measurement data indicate a problem of the managed system. A pattern classification module is coupled to the measurement module to process the past measurement data into a plurality of representative pattern images, and to select a predictor pattern image that best identifies the problem from the pattern images. A pattern matching module is coupled to the pattern classification module and the measurement module to process the current measurement data into a plurality of pattern images using the same image processing technique that generates the predictor pattern image. The pattern matching module also identifies any pattern image that matches the predictor pattern image to predict the problem. A system for generating a predictor pattern image for predicting system behavior of a managed system is also described.
    • 用于预测受管系统的系统行为的系统包括耦合到被管理系统的测量模块以产生被管理系统的测量数据。 测量数据包括当前测量数据和过去的测量数据。 过去的测量数据表明受管系统的问题。 模式分类模块耦合到测量模块以将过去的测量数据处理成多个代表性的图案图像,并且从图案图像中选择最能识别问题的预测图案图像。 模式匹配模块耦合到模式分类模块和测量模块,以使用生成预测图案图像的相同图像处理技术将当前测量数据处理成多个模式图像。 模式匹配模块还识别与预测器模式图像匹配的任何模式图像以预测问题。 还描述了一种用于生成用于预测被管理系统的系统行为的预测器模式图像的系统。
    • 4. 发明授权
    • Accurately predicting system behavior of a managed system using genetic programming
    • 准确预测使用遗传规划的受管系统的系统行为
    • US06453265B1
    • 2002-09-17
    • US09473793
    • 1999-12-28
    • Mohamed DekhilEvan R. KirshenbaumJerremy Holland
    • Mohamed DekhilEvan R. KirshenbaumJerremy Holland
    • G06F1718
    • G06N3/126
    • A system for monitoring system behavior of a managed/instrumented system is described. The system includes a measurement module coupled to the managed system to generate measurement data of the managed system. The measurement data include past measurement data and current measurement data. A store is also provided that stores the past measurement data. A genetic programming module is coupled to the store to evolve the evolved predictor based on the past measurement data and predetermined effectiveness criteria such that the evolved predictor predicts the system behavior of the managed system when supplied with the current measurement data. The genetic programming module genetically manipulates a set of candidate predictors to produce the evolved predictor. A system for generating the evolved predictor is also described.
    • 描述了一种用于监视管理/检测系统的系统行为的系统。 该系统包括耦合到被管理系统的测量模块以产生被管理系统的测量数据。 测量数据包括过去的测量数据和当前测量数据。 还提供存储过去测量数据的商店。 遗传编程模块耦合到商店,以基于过去的测量数据和预定的有效性标准来演进演进的预测器,使得演进的预测器在提供当前测量数据时预测被管理系统的系统行为。 遗传编程模块遗传操纵一组候选预测因子以产生演化预测器。 还描述了用于生成演进预测器的系统。
    • 6. 发明申请
    • AUTO-RECOGNITION FOR NOTEWORTHY OBJECTS
    • 自动识别注意事项
    • US20120314962A1
    • 2012-12-13
    • US13158210
    • 2011-06-10
    • Jerremy HollandJan Erik SolemWilliam E. Hensler
    • Jerremy HollandJan Erik SolemWilliam E. Hensler
    • G06K9/62
    • G06K9/00221G06F17/30247
    • Techniques for automatically identifying famous people and/or iconic images are provided. Object descriptors (or “faceprints”) of the famous people and iconic images are generated and “shipped” with a digital image management application used by an end-user. The digital image management application analyzes a digital image (generated, for example, by a digital camera operated by the end-user) to detect an object, such as a face, and generates a faceprint. The digital image management application compares the faceprint to the faceprints of the famous people and/or iconic images. If a match is found, then data that identifies the corresponding person or object is displayed to the end-user.
    • 提供了自动识别着名人物和/或标志性图像的技术。 生成着名人物和标志性图像的对象描述符(或面部图像),并附带最终用户使用的数字图像管理应用程序。 数字图像管理应用程序分析数字图像(例如由最终用户操作的数字照相机生成)以检测诸如面部的对象,并且生成面印。 数字图像管理应用程序将面部照片与着名人物和/或标志性图像的面部照片进行比较。 如果找到匹配,则向最终用户显示标识相应人物或对象的数据。
    • 10. 发明授权
    • Auto-recognition for noteworthy objects
    • 自动识别值得注意的对象
    • US08755610B2
    • 2014-06-17
    • US13158210
    • 2011-06-10
    • Jerremy HollandJan Erik SolemWilliam E. Hensler
    • Jerremy HollandJan Erik SolemWilliam E. Hensler
    • G06K9/68
    • G06K9/00221G06F17/30247
    • Techniques for automatically identifying famous people and/or iconic images are provided. Object descriptors (or “faceprints”) of the famous people and iconic images are generated and “shipped” with a digital image management application used by an end-user. The digital image management application analyzes a digital image (generated, for example, by a digital camera operated by the end-user) to detect an object, such as a face, and generates a faceprint. The digital image management application compares the faceprint to the faceprints of the famous people and/or iconic images. If a match is found, then data that identifies the corresponding person or object is displayed to the end-user.
    • 提供了自动识别着名人物和/或标志性图像的技术。 通过最终用户使用的数字图像管理应用程序生成和发布着名人物和标志性图像的对象描述符(或“faceprints”)。 数字图像管理应用程序分析数字图像(例如由最终用户操作的数字照相机生成)以检测诸如面部的对象,并且生成面印。 数字图像管理应用程序将面部照片与着名人物和/或标志性图像的面部照片进行比较。 如果找到匹配,则向最终用户显示标识相应人物或对象的数据。