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    • 25. 发明授权
    • Method and apparatus for automatic uncertainty-based management feedback controller
    • 自动不确定性管理反馈控制器的方法和装置
    • US07716016B2
    • 2010-05-11
    • US11479485
    • 2006-06-30
    • Yixin DiaoHidayatullah Habeebullah ShaikhMaheswaran Surendra
    • Yixin DiaoHidayatullah Habeebullah ShaikhMaheswaran Surendra
    • G06F11/30
    • H04L67/22G06F11/3452G06F11/3466G06F11/3495G06F2201/81
    • Improved management feedback-based controller techniques are disclosed for use in accordance with a computing system. For example, a method for managing a computing system includes the following steps. At least one measured performance metric is obtained from the computing system being managed. At least one control input value is generated based on parameters including a control error and a control deadzone such that uncertainty associated with the computing system is accounted for in accordance with the parameters. The control error is determined from a computation comprising the at least one measured performance metric and at least one performance metric goal. The control deadzone is defined such that the control input value is not generated when the control error is within the control deadzone. The control input value is sent to the computing system to effectuate achievement of the at least one performance metric goal associated with the computing system.
    • 公开了改进的基于管理反馈的控制器技术以根据计算系统使用。 例如,用于管理计算系统的方法包括以下步骤。 从被管理的计算系统获得至少一个测量的性能度量。 基于包括控制误差和控制死区的参数产生至少一个控制输入值,使得根据参数考虑与计算系统相关联的不确定性。 控制误差由包括至少一个测量性能度量和至少一个性能度量目标的计算确定。 控制死区被定义为当控制误差在控制死区内时不产生控制输入值。 将控制输入值发送到计算系统以实现与计算系统相关联的至少一个性能度量目标的实现。
    • 27. 发明申请
    • Systems and methods for business-level resource optimizations in computing utilities
    • 计算实用程序中业务级资源优化的系统和方法
    • US20060112075A1
    • 2006-05-25
    • US10993269
    • 2004-11-19
    • Joseph HellersteinKaan KatirciogluMaheswaran Surendra
    • Joseph HellersteinKaan KatirciogluMaheswaran Surendra
    • G06F17/30
    • G06Q10/06Y10S707/99933Y10S707/99935Y10S707/99943
    • Techniques are provided for use in accordance with relates to computing utilities. For example, in one aspect of the invention, a method for use in a computing utility, wherein the computing utility comprises a plurality of application service provider systems and a utility controller, and each application service provider system comprising an application controller, comprises the following steps. An application request to one of the plurality of application service provider systems is obtained. Then, in response to the application request, at least one of: (i) the application controller of the application service provider system to which the application request is directed computes a value of a business metric associated with a resource action; and (ii) the utility controller computes a value of a business metric associated with a resource action.
    • 根据与计算实用程序有关的技术被提供用于使用。 例如,在本发明的一个方面,一种在计算实用程序中使用的方法,其中所述计算实用程序包括多个应用服务提供者系统和效用控制器,并且包括应用控制器的每个应用服务提供商系统包括以下 脚步。 获得对多个应用服务提供商系统之一的应用请求。 然后,响应于所述应用请求,至少一个:(i)应用请求所针对的应用服务提供商系统的应用控制器计算与资源动作相关联的业务度量的值; 和(ii)公用事业控制器计算与资源动作相关联的业务度量的值。