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51.发明授权Method and apparatus for generating a model for an electronic prognostics system 有权用于生成电子预测系统的模型的方法和装置公开(公告)号：US08706451B1
公开(公告)日：2014-04-22
申请号：US11640017
申请日：2006-12-15
申请人： Kenny C. Gross , Keith A. Whisnant
发明人： Kenny C. Gross , Keith A. Whisnant
IPC分类号： G06F17/10
CPC分类号： G06F11/0751 , G06F11/0706 , G06F11/3055 , G06F11/3093
摘要： A system that generates a model for an electronic prognostics system which is used to monitor a computer system while the computer system is operating correctly. During operation, the system receives telemetry signals generated by the computer system. Next, the system builds the model based on the telemetry signals, wherein the model uses correlations between different telemetry signals to identify anomalies in the telemetry signals. The system then validates the model against telemetry signals from the computer system.
摘要翻译： 一种生成电子预测系统模型的系统，该系统用于在计算机系统正常运行时监视计算机系统。 在操作期间，系统接收由计算机系统产生的遥测信号。 接下来，系统基于遥测信号建立模型，其中该模型使用不同遥测信号之间的相关性来识别遥测信号中的异常。 系统然后根据来自计算机系统的遥测信号验证该模型。
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公开(公告)号：US08555283B2
公开(公告)日：2013-10-08
申请号：US11871369
申请日：2007-10-12
CPC分类号： G06F9/5027 , G06F9/5094 , Y02D10/22
摘要： A computer system to schedule loads across a set of processor cores is described. During operation, the computer system receives a process to be executed. Next, the computer system obtains one or more thermodynamic process characteristics associated with the process and one or more thermodynamic processor-core characteristics associated with operation of the set of processor cores. Then, the computer system schedules the process to be executed by at least one of the processor cores based on the one or more thermodynamic process characteristics and the one or more thermodynamic processor-core characteristics.
摘要翻译： 描述了一组用于在一组处理器核心上调度负载的计算机系统。 在操作期间，计算机系统接收要执行的进程。 接下来，计算机系统获得与该过程相关联的一个或多个热力学过程特征以及与该组处理器核心的操作相关联的一个或多个热力学处理器核心特性。 然后，计算机系统基于一个或多个热力学过程特性和一个或多个热力学处理器核心特征来调度由至少一个处理器核心执行的处理。
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53.发明授权公开(公告)号：US08253588B2
公开(公告)日：2012-08-28
申请号：US12611008
申请日：2009-11-02
IPC分类号： G08C19/16
CPC分类号： H04Q9/00 , H04Q2209/30 , H04Q2209/40 , H04Q2209/823
摘要： Some embodiments provide a system that analyzes telemetry data from a computer system. During operation, the system obtains the telemetry data as a set of telemetric signals from the computer system and validates the telemetric signals using a nonlinear, nonparametric regression technique. Next, the system assesses the integrity of a power supply unit (PSU) in the computer system by comparing the telemetric signals to one or more reference telemetric signals associated with the computer system. If the assessed integrity falls below a threshold, the system performs a remedial action for the computer system.
摘要翻译： 一些实施例提供一种从计算机系统分析遥测数据的系统。 在操作过程中，系统将遥测数据作为一组来自计算机系统的遥测信号，并使用非线性非参数回归技术对遥测信号进行验证。 接下来，系统通过将遥测信号与与计算机系统相关联的一个或多个参考遥测信号进行比较来评估计算机系统中的电源单元（PSU）的完整性。 如果评估的完整性低于阈值，则系统对计算机系统执行补救措施。
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公开(公告)号：US08244493B2
公开(公告)日：2012-08-14
申请号：US12494709
申请日：2009-06-30
IPC分类号： G01R23/00
CPC分类号： G06F11/0751 , G01R29/0892 , G06F11/3058 , G06F11/3072 , G06F11/3093
摘要： One embodiment provides a system that analyzes a target electromagnetic signal radiating from a monitored system. During operation, the system monitors the target electromagnetic signal using a set of antennas to obtain a set of received target electromagnetic signals from the monitored system. Next, the system calculates a weighted mean of the received target electromagnetic signals using a first pattern-recognition model. The system then subtracts the received target electromagnetic signals from the weighted mean of the received target electromagnetic signals to obtain a set of noise-reduced signals for the monitored system. Finally, the system assesses the integrity of the monitored system by analyzing the noise-reduced signals using a second pattern-recognition model.
摘要翻译： 一个实施例提供了一种系统，其分析从受监视系统辐射的目标电磁信号。 在操作期间，系统使用一组天线监视目标电磁信号，以从被监视的系统获得一组接收到的目标电磁信号。 接下来，系统使用第一模式识别模型计算接收到的目标电磁信号的加权平均值。 然后，系统从接收的目标电磁信号的加权平均值中减去接收到的目标电磁信号，以获得被监视系统的一组降噪信号。 最后，系统通过使用第二模式识别模型分析降噪信号来评估监控系统的完整性。
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公开(公告)号：US08180501B2
公开(公告)日：2012-05-15
申请号：US12204433
申请日：2008-09-04
申请人： Andrew J. Lewis , David B. Elting , Kenny C. Gross
发明人： Andrew J. Lewis , David B. Elting , Kenny C. Gross
IPC分类号： G05D23/00
CPC分类号： G05D23/1919
摘要： Some embodiments of the present invention provide a system that controls the temperature of a computer system. First, a performance parameter of the computer system is monitored. Next, a future temperature of the computer system is predicted based on the performance parameter. Then, exhaust air from the computer system is mixed with ambient air from outside the computer system based on the predicted future temperature, and the mixed exhaust air and ambient air are channeled through the computer system to control the temperature of the computer system.
摘要翻译： 本发明的一些实施例提供一种控制计算机系统的温度的系统。 首先，监视计算机系统的性能参数。 接下来，基于性能参数预测计算机系统的未来温度。 然后，根据预测的未来温度，将来自计算机系统的排气与计算机系统外部的环境空气混合，混合的排气和环境空气通过计算机系统引导以控制计算机系统的温度。
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公开(公告)号：US08155765B2
公开(公告)日：2012-04-10
申请号：US12114363
申请日：2008-05-02
CPC分类号： G06F11/00 , G06F11/3495
摘要： One embodiment of the present invention provides a system that estimates the relative humidity inside a computer system. During operation, a set of performance parameters of the computer system and an external relative humidity outside of the computer system are monitored. Then, the relative humidity inside the computer system is estimated based on the set of performance parameters, the external relative humidity, and a relative humidity model, wherein training of the relative humidity model includes measuring an external training relative humidity outside of the computer system and a training relative humidity inside the computer system while monitoring the set of performance parameters of the computer system.
摘要翻译： 本发明的一个实施例提供一种估计计算机系统内的相对湿度的系统。 在操作期间，监视计算机系统的一组性能参数和计算机系统外部的外部相对湿度。 然后，基于性能参数，外部相对湿度和相对湿度模型的集合来估计计算机系统内的相对湿度，其中相对湿度模型的训练包括测量计算机系统外部的外部训练相对湿度，以及 在计算机系统内训练相对湿度，同时监视计算机系统的一组性能参数。
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公开(公告)号：US08150655B2
公开(公告)日：2012-04-03
申请号：US12240211
申请日：2008-09-29
IPC分类号： G06F11/30
CPC分类号： G06F1/206 , G06F11/0706 , G06F11/0751 , G06F11/3428 , G06F11/3476
摘要： Some embodiments of the present invention provide a system that characterizes a computer system using a pattern-recognition model. First, values for an environmental parameter are monitored from a set of sensors associated with the computer system. Then, a baseline for the environmental parameter is calculated based on the monitored values from a subset of the set of sensors. Next, the baseline is subtracted from the monitored values from sensors in the set of sensors to produce compensated values. Then, the compensated values are used as inputs to the pattern-recognition model, which produces estimates for the compensated values based on correlations between the compensated values learned during a training phase. Next, residuals are calculated by subtracting the estimates for the compensated values from the compensated values. Then, the residuals are analyzed to characterize the computer system.
摘要翻译： 本发明的一些实施例提供一种表征使用模式识别模型的计算机系统的系统。 首先，从与计算机系统相关联的一组传感器监测环境参数的值。 然后，基于来自传感器组的子集的监视值来计算环境参数的基线。 接下来，从传感器组中的传感器的监视值中减去基线，以产生补偿值。 然后，补偿值被用作模式识别模型的输入，其基于在训练阶段期间学习的补偿值之间的相关性而产生对补偿值的估计。 接下来，通过从补偿值中减去补偿值的估计值来计算残差。 然后，分析残差以表征计算机系统。
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公开(公告)号：US08139467B2
公开(公告)日：2012-03-20
申请号：US12469023
申请日：2009-05-20
IPC分类号： G11B17/00
CPC分类号： G11B33/144 , G11B19/042 , G11B33/08
摘要： 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.
摘要翻译： 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。
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59.发明授权Method and apparatus for controlling temperature variations in a computer system 有权用于控制计算机系统中的温度变化的方法和装置公开(公告)号：US08046112B2
公开(公告)日：2011-10-25
申请号：US12102245
申请日：2008-04-14
CPC分类号： G05D23/1917 , G06F1/206
摘要： Some embodiments of the present invention provide a system that controls temperature variations in a computer system. During operation, a telemetry variable of the computer system is monitored. Next, a future temperature of the computer system is predicted based on the telemetry variable. A signal is then generated in response to the future temperature. Then, the signal is sent to a cooling device in the computer system to control temperature variations of the computer system.
摘要翻译： 本发明的一些实施例提供一种控制计算机系统中的温度变化的系统。 在操作期间，监视计算机系统的遥测变量。 接下来，基于遥测变量预测计算机系统的未来温度。 然后响应于将来的温度产生信号。 然后，该信号被发送到计算机系统中的冷却装置以控制计算机系统的温度变化。
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公开(公告)号：US07912685B1
公开(公告)日：2011-03-22
申请号：US11656736
申请日：2007-01-22
IPC分类号： G06G7/48
CPC分类号： G06F11/3072 , G06F11/3006 , G06F11/3058 , G06F11/3089
摘要： A system that mitigates quantization effects in quantized telemetry signals. During operation, the system monitors a set of quantized telemetry signals. For a given quantized telemetry signal in the set of quantized telemetry signals, the system uses a set of models to generate a set of estimates for the given quantized telemetry signal from the other monitored quantized telemetry signals, wherein each model in the set of models was initialized using a different randomly selected subset of a training dataset. The system then averages the set of estimates to produce an estimated signal for the given quantized telemetry signal.
摘要翻译： 一种减轻量化遥测信号量化效应的系统。 在操作期间，系统监视一组量化遥测信号。 对于一组量化遥测信号中的给定的量化遥测信号，系统使用一组模型来生成来自其他监测的量化遥测信号的给定量化遥测信号的一组估计，其中该组模型中的每个模型为 使用训练数据集的不同随机选择的子集进行初始化。 然后，系统对该组估计值进行平均，以产生给定量化遥测信号的估计信号。
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