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    • 41. 发明授权
    • Multiple resource control-advisor for management of distributed or web-based systems
    • 用于管理分布式或基于Web的系统的多个资源控制顾问
    • US07711821B2
    • 2010-05-04
    • US11444162
    • 2006-05-31
    • Dimitrios PendarakisJeremy I. SilberLaura Wynter
    • Dimitrios PendarakisJeremy I. SilberLaura Wynter
    • G06F15/173
    • H04L12/66
    • A system and method are provided for autonomic system management in a computing system containing system resources including network resources and multiple resource demands, or processes. The computing system may be a stream-processing system or other real-time computer management system, such as workload management, or a virtualization engine. The system and method enables achieving a better level of performance than would occur in the computing system using only existing mechanism. It permits, with very low computational overhead, achieving or driving the system closer to a user-defined system performance objective. To do so, a system performance equation is defined to determine a level of performance of the system as a function of the allocation of two or more system resources among a plurality of system resource demands or processes. From this system performance equation, a plurality of resource-specific change equations is derived. Each resource-specific change equation is capable of calculating changes in the level of performance of the system attributable to changes in the allocation of one of the system resources. The resource-specific change equation yielding the greatest change in the level of system performance at a given allocation of all of the system resources and the system resource associated with the identified resource-specific change equation are identified. The allocation of the identified associated system resource to at least one system resource demand to provide the largest increase in the level of performance of the system, and allocations for all system resources are adjusted in accordance with the modified allocation of the identified associated system resource.
    • 提供了一种系统和方法,用于包含系统资源,包括网络资源和多个资源需求或过程的计算系统中的自主系统管理。 计算系统可以是流处理系统或其他实时计算机管理系统,例如工作负载管理或虚拟化引擎。 该系统和方法能够实现比仅使用现有机制的计算系统中发生的更好的性能水平。 它以非常低的计算开销允许更接近用户定义的系统性能目标来实现或驱动系统。 为此,定义系统性能方程式以根据在多个系统资源需求或过程中的两个或多个系统资源的分配来确定系统的性能水平。 从该系统性能方程式,导出多个资源特定变化方程。 每个资源特定的变化方程能够计算由于系统资源之一的分配变化引起的系统性能水平的变化。 识别在给定分配所有系统资源和与所识别的资源特定变化方程相关联的系统资源的系统性能水平上产生最大变化的资源特定变化方程。 将所识别的相关联的系统资源分配给至少一个系统资源需求以提供系统性能水平的最大增加,以及针对所有系统资源的分配,根据所识别的相关系统资源的修改分配进行调整。