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    • 4. 发明申请
    • Self-Management of Request-Centric Systems
    • 以请求为中心的系统的自我管理
    • US20140095674A1
    • 2014-04-03
    • US13629825
    • 2012-09-28
    • Roman Talyansky
    • Roman Talyansky
    • G06F15/177
    • G06F9/5061G06F15/177H04L41/0823H04L41/5025
    • Methods, systems, and computer-readable storage media for configuring a request-centric system. Implementations include actions of monitoring operation of the request-centric system to determine a workload of the request-centric system, wherein the workload includes a plurality of requests, determining a mapping function based on a utility function, the workload and a configuration, the mapping function mapping the workload and the configuration into the utility function, determining an optimal configuration based on the mapping function, the optimal configuration allocating resources of the request-centric system to achieve one or more predefined goals, and applying the optimal configuration to the request-centric system.
    • 用于配置以请求为中心的系统的方法,系统和计算机可读存储介质。 实现包括监视以请求为中心的系统的操作以确定以请求为中心的系统的工作负载的动作,其中工作负载包括多个请求,基于效用函数确定映射函数,工作负载和配置,映射 功能将工作负载和配置映射到效用函数中,基于映射函数确定最优配置,最优配置分配以请求为中心的系统的资源以实现一个或多个预定义的目标,以及将最佳配置应用于请求 - 中心系统
    • 6. 发明授权
    • Self-management of request-centric systems
    • 以请求为中心的系统的自我管理
    • US09495220B2
    • 2016-11-15
    • US13629825
    • 2012-09-28
    • Roman Talyansky
    • Roman Talyansky
    • G06F15/177G06F9/50H04L12/24
    • G06F9/5061G06F15/177H04L41/0823H04L41/5025
    • Methods, systems, and computer-readable storage media for configuring a request-centric system. Implementations include actions of monitoring operation of the request-centric system to determine a workload of the request-centric system, wherein the workload includes a plurality of requests, determining a mapping function based on a utility function, the workload and a configuration, the mapping function mapping the workload and the configuration into the utility function, determining an optimal configuration based on the mapping function, the optimal configuration allocating resources of the request-centric system to achieve one or more predefined goals, and applying the optimal configuration to the request-centric system.
    • 用于配置以请求为中心的系统的方法,系统和计算机可读存储介质。 实现包括监视以请求为中心的系统的操作以确定以请求为中心的系统的工作负载的动作,其中工作负载包括多个请求,基于效用函数确定映射函数,工作负载和配置,映射 功能将工作负载和配置映射到效用函数中,基于映射函数确定最优配置,最优配置分配以请求为中心的系统的资源以实现一个或多个预定义的目标,以及将最佳配置应用于请求 - 中心系统
    • 10. 发明授权
    • Determining a relevance score of an item in a hierarchy of sub collections of items
    • 确定项目的子集合的层次结构中的项目的相关性分数
    • US08538965B1
    • 2013-09-17
    • US13477048
    • 2012-05-22
    • Roman TalyanskyRan Moshe Bittmann
    • Roman TalyanskyRan Moshe Bittmann
    • G06F17/30
    • G06F17/30126
    • A hierarchical collection of items including one or more sub collections of items ordered in a hierarchy is received. A statistical measure of frequency of an item in a sub collection of items is determined. Further, statistical measures of weightages of the item are determined defining a number of sub collections in the hierarchical collection of items in which the item appears and a number of sub collections in which the item appears. A statistical measure of variability defining a number of occurrences of the item in the hierarchical collection of items across different sub collections is calculated. Furthermore, a relevance score of the item is determined based on the statistical measure of frequency, the one or more statistical measures of weightages of the item and the statistical measure of variability. Based on the relevance score, the item is presented on a computer generated graphical user interface.
    • 接收包括在层次结构中排序的项目的一个或多个子集合的项目的层次集合。 确定项目子项目中项目频率的统计量度。 此外,确定项目的权重的统计度量,其定义项目出现的项目的分级收集中的子集合的数量以及项目出现的子集合的数量。 计算在跨越不同子集合的项目的分级收集中定义项目出现次数的变量的统计量度。 此外,项目的相关性得分是基于频率的统计量度,项目的权重的统计量度和变异性的统计量度来确定的。 基于相关性分数,该项目呈现在计算机生成的图形用户界面上。