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    • 33. 发明授权
    • Transient detection for predictive health management of data processing systems
    • 数据处理系统预测健康管理的瞬态检测
    • US09116804B2
    • 2015-08-25
    • US13598783
    • 2012-08-30
    • Aleksey M. UrmanovAnton A. Bougaev
    • Aleksey M. UrmanovAnton A. Bougaev
    • G06F17/30G06F11/07G06F11/34H04L12/24G06F15/16
    • G06F11/0754G06F11/0709G06F11/3409G06F17/30G06F17/30306H04L41/00H04L41/147H04L43/0817
    • Systems, methods, and other embodiments associated with transient detection for predictive health management are described. In one embodiment, a method includes receiving a health signal from a data outlet. The health signal corresponds to a derivative variable derived from a combination of data processing system metrics not exposed beyond the data outlet. A transient is detected in the health signal. In response to detecting the transient, the method includes performing a corrective action. The example method may also include detecting the transient in a health signal from a data processing system by collecting historical values of the health signal; selecting a first statistical model that best fits the historical values; receiving a present value of the health signal; and applying the first statistical model to the present value of the health signal to determine whether the present value of the health signal is a transient.
    • 描述了与用于预测健康管理的瞬态检测相关联的系统,方法和其他实施例。 在一个实施例中,一种方法包括从数据出口接收健康信号。 健康信号对应于从未暴露在数据出口之外的数据处理系统度量的组合导出的导数变量。 在健康信号中检测到瞬变。 响应于检测到瞬态,该方法包括执行校正动作。 示例性方法还可以包括通过收集健康信号的历史值来检测来自数据处理系统的健康信号中的瞬态; 选择最符合历史价值的第一个统计模型; 接收健康信号的现值; 以及将所述第一统计模型应用于所述健康信号的当前值,以确定所述健康信号的当前值是否是瞬时的。
    • 36. 发明授权
    • Reduced energy consumption using active vibration control
    • 使用主动振动控制降低能耗
    • US08139467B2
    • 2012-03-20
    • US12469023
    • 2009-05-20
    • Kenny C. GrossKalyanaraman VaidyanathanAleksey M. Urmanov
    • Kenny C. GrossKalyanaraman VaidyanathanAleksey M. Urmanov
    • G11B17/00
    • G11B33/144G11B19/042G11B33/08
    • Embodiments of a computer system that includes a vibration-cancelling mode, and a related method and computer-program product (e.g., software) for use with the computer system, are described. During operation, a processor monitors operations in the computer system, and may select either the vibration-cancelling mode or an inactive mode based on the monitored operations. For example, the processor may select the vibration-cancelling mode when there are input/output-(I/O) intensive workloads to an array of one or more hard disk drives (HDDs) in the computer system. In this way, the processor may reduce the energy consumption associated with vibration-induced retries to the HDDs (and reduced I/O throughput) without increasing the energy consumption associated with active vibration damping at other times, such as when the computer system is idle or during processor-intensive workloads.
    • 描述了包括振动消除模式的计算机系统的实施例,以及与计算机系统一起使用的相关方法和计算机程序产品(例如,软件)。 在操作期间,处理器监视计算机系统中的操作,并且可以基于所监视的操作来选择振动消除模式或不活动模式。 例如,当计算机系统中的一个或多个硬盘驱动器(HDD)的阵列存在输入/输出(I / O)密集型工作负载时,处理器可以选择振动消除模式。 以这种方式,处理器可以减少与振动引起的对HDD的重试相关的能量消耗(和降低的I / O吞吐量),而不会增加与其他时间的主动减振相关联的能量消耗,例如当计算机系统空闲时 或在处理器密集型工作负载期间。
    • 37. 发明授权
    • Invariant multi-dimensional vibration-resilience-signature generation system
    • 不变多维振动弹性签名生成系统
    • US08069727B2
    • 2011-12-06
    • US12467432
    • 2009-05-18
    • Anton A. BougaevAleksey M. UrmanovDaivd K. McElfresh
    • Anton A. BougaevAleksey M. UrmanovDaivd K. McElfresh
    • B06B3/00
    • G11B19/048
    • One embodiment of the present invention provides a system that generates vibration-resistance signatures for hard disk drives (HDDs). In this system, a set of HDDs is mechanically affixed to a disk enclosure. The system additionally includes a vibration generator which is mechanically coupled to the disk enclosure and can apply a translational vibration profile to the disk enclosure. The system further includes a coupling mechanism between the set of HDDs and the disk enclosure which translates the translational vibration profile into both translational and rotational vibrations for the set of HDDs in multiple dimensions. The system additionally includes a monitoring mechanism which monitors an HDD performance metric from the set of HDDs while the HDDs are subject to the translational and rotational vibrations. The system also includes a signature-generation mechanism which uses the monitored HDD performance metric to generate vibration-resistance signatures for the set of HDDs.
    • 本发明的一个实施例提供一种产生硬盘驱动器(HDD)的抗振性的系统。 在该系统中,将一组HDD机械地固定在盘盒上。 该系统还包括振动发生器,其机械地联接到盘壳体并且可以向盘壳体施加平移振动轮廓。 该系统还包括在该组HDD和盘盒之间的联接机构,其将平移振动分布转换成多个维度的HDD组的平移和旋转振动。 该系统还包括监视机构,其监视来自该组HDD的HDD性能度量,同时HDD受到平移和旋转振动的影响。 该系统还包括一个签名生成机制,该机制使用监视的HDD性能度量来产生该组HDD的抗振特征。