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    • 1. 发明申请
    • METHOD AND SYSTEM FOR PREDICTING RESOURCE USAGE OF REUSABLE STREAM PROCESSING ELEMENTS
    • 用于预测资源使用可回收流程处理元素的方法和系统
    • US20090119238A1
    • 2009-05-07
    • US11935079
    • 2007-11-05
    • Lisa AminiHenrique AndradeWei FanJames R. GilesKirsten W. HildrumDeepak RajanDeepak S. TuragaRohit WagleJoel L. WolfPhilip S. Yu
    • Lisa AminiHenrique AndradeWei FanJames R. GilesKirsten W. HildrumDeepak RajanDeepak S. TuragaRohit WagleJoel L. WolfPhilip S. Yu
    • G06N5/04
    • G06N99/005
    • A method is provided for generating a resource function estimate of resource usage by an instance of a processing element configured to consume zero or more input data streams in a stream processing system having a set of available resources that comprises receiving at least one specified performance metric for the zero or more input data streams and a processing power of the set of available resources, wherein one specified performance metric is stream rate; generating a multi-part signature of executable-specific information for the processing element and a multi-part signature of context-specific information for the instance; accessing a database of resource functions to identify a static resource function corresponding to the executable-specific information and a context-dependent resource function corresponding to the context-specific information; combining the static resource function and the context-dependent resource function to form a composite resource function for the instance; and applying the resource function to the at least one specified performance metric and the processing power to generate the resource function estimate of the at least one specified performance metric for processing by the instance.
    • 提供了一种用于通过被配置为在具有一组可用资源的流处理系统中消耗零个或多个输入数据流的处理元件的实例来生成资源使用的资源功能估计的方法,所述流处理系统包括:一组可用资源,其包括接收至少一个指定的性能度量 零个或多个输入数据流和可用资源集合的处理能力,其中一个指定的性能度量是流速率; 生成用于处理元件的可执行特定信息的多部分签名和该实例的上下文特定信息的多部分签名; 访问资源功能的数据库以识别与所述可执行特定信息相对应的静态资源功能以及与所述上下文特定信息相对应的与上下文相关的资源功能; 结合静态资源功能和上下文相关资源功能,形成实例的复合资源功能; 以及将所述资源功能应用于所述至少一个指定的性能度量和所述处理能力以生成所述至少一个指定的性能度量的所述资源功能估计,以供所述实例处理。
    • 2. 发明授权
    • Method and system for predicting resource usage of reusable stream processing elements
    • 用于预测可重用流处理元素资源使用的方法和系统
    • US07941387B2
    • 2011-05-10
    • US11935079
    • 2007-11-05
    • Lisa AminiHenrique AndradeWei FanJames R. GilesKirsten W. HildrumDeepak RajanDeepak S. TuragaRohit WagleJoel L. WolfPhilip S. Yu
    • Lisa AminiHenrique AndradeWei FanJames R. GilesKirsten W. HildrumDeepak RajanDeepak S. TuragaRohit WagleJoel L. WolfPhilip S. Yu
    • G06F17/00G06N5/02
    • G06N99/005
    • A method is provided for generating a resource function estimate of resource usage by an instance of a processing element configured to consume zero or more input data streams in a stream processing system having a set of available resources that comprises receiving at least one specified performance metric for the zero or more input data streams and a processing power of the set of available resources, wherein one specified performance metric is stream rate; generating a multi-part signature of executable-specific information for the processing element and a multi-part signature of context-specific information for the instance; accessing a database of resource functions to identify a static resource function corresponding to the executable-specific information and a context-dependent resource function corresponding to the context-specific information; combining the static resource function and the context-dependent resource function to form a composite resource function for the instance; and applying the resource function to the at least one specified performance metric and the processing power to generate the resource function estimate of the at least one specified performance metric for processing by the instance.
    • 提供了一种用于通过被配置为在具有一组可用资源的流处理系统中消耗零个或多个输入数据流的处理元件的实例来生成资源使用的资源功能估计的方法,所述流处理系统包括:一组可用资源,其包括接收至少一个指定的性能度量 零个或多个输入数据流和可用资源集合的处理能力,其中一个指定的性能度量是流速率; 生成用于处理元件的可执行特定信息的多部分签名和该实例的上下文特定信息的多部分签名; 访问资源功能的数据库以识别与所述可执行特定信息相对应的静态资源功能以及与所述上下文特定信息相对应的与上下文相关的资源功能; 结合静态资源功能和上下文相关资源功能,形成实例的复合资源功能; 以及将所述资源功能应用于所述至少一个指定的性能度量和所述处理能力,以生成所述至少一个指定的性能度量的资源功能估计,以供所述实例处理。
    • 10. 发明申请
    • Distributed Pluggable Middleware Services
    • 分布式可插拔中间件服务
    • US20130042260A1
    • 2013-02-14
    • US13568726
    • 2012-08-07
    • James R. ChallengerLouis R. DegenaroJames R. GilesRohit Wagle
    • James R. ChallengerLouis R. DegenaroJames R. GilesRohit Wagle
    • G06F3/00G06F9/44
    • G06F9/5027
    • Plug-in configurable middleware for managing distributed applications includes at least one core runtime engine configured as a plurality of concurrent instantiations on one or more hosts within a distributed architecture. These hosts can represent separate nodes or a single node within the architecture. Each core runtime engine instance provides the minimum amount of functionality required to support plug-in architecture, that is to support the instantiation of one or more plug-ins within that core runtime engine instance. Each core runtime engine instance is in communication with other concurrent core runtime engine instances and can share the functionality of plug-in instances with the other core runtime engine instances, for example through the use of proxies. A plurality of personalities representing pre-defined functions is defined and one of more of these personalities is associated with each core runtime engine instance. A plurality of pre-defined plug-ins are defined and associated with the personalities.
    • 用于管理分布式应用的插件可配置中间件包括在分布式架构内的一个或多个主机上配置为多个并发实例的至少一个核心运行时引擎。 这些主机可以表示单独的节点或体系结构中的单个节点。 每个核心运行时引擎实例提供支持插件体系结构所需的最少功能,即支持在该核心运行时引擎实例中实例化一个或多个插件。 每个核心运行时引擎实例与其他并发核心运行时引擎实例进行通信,并且可以与其他核心运行时引擎实例共享插件实例的功能,例如通过使用代理。 定义表示预定义功能的多个个性,并且这些个性之一中的一个与每个核心运行时引擎实例相关联。 多个预定义的插件被定义并与个性相关联。