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    • 34. 发明授权
    • Method for equalizing performance of computing components
    • 计算组件性能均衡的方法
    • US07979729B2
    • 2011-07-12
    • US11947017
    • 2007-11-29
    • Tyler K. BletschWesley M. FelterNeven A. GazalaTibor HorvathCharles R. Lefurgy
    • Tyler K. BletschWesley M. FelterNeven A. GazalaTibor HorvathCharles R. Lefurgy
    • G06F1/00G06F11/30
    • G06F1/3203G06F9/5027G06F9/5083G06F9/5094Y02D10/22
    • A performance measure (e.g., processor speed) for computing components such as servers is optimized by creating models of power consumption versus the performance measure for each server, adding the power models to derive an overall power model, and calculating an optimum set point for the performance measure which corresponds to a power limit on the servers using the overall power model. The set point is then used to set power budgets for the servers based on their power models, and the servers maintain power levels no greater than their respective power budgets. The server power models are preferably created in real time by monitoring power consumption and the performance measure to derive sets of data points for the servers, and performing regression on the sets of data points to yield power models for the servers. Multiple server power models may be created for different program applications.
    • 通过创建功耗模型与每个服务器的性能测量值来优化计算组件(如服务器)的性能度量(例如,处理器速度),添加功率模型以导出总体功率模型,并计算最佳设定点 性能测量对应于使用整体功率模型的服务器上的功率限制。 然后将设定点用于根据电源模型为服务器设置功率预算,并且服务器的功率级别不会大于其各自的功率预算。 服务器功率模型优选通过监视功耗和性能测量来实时创建,以导出服务器的数据点集合,并对数据点集进行回归以产生服务器的功率模型。 可以为不同的程序应用程序创建多个服务器功耗模型。
    • 36. 发明申请
    • Estimating power consumption of computing components configured in a computing system
    • 估算在计算系统中配置的计算组件的功耗
    • US20090138219A1
    • 2009-05-28
    • US11946506
    • 2007-11-28
    • Tyler K. BletschAjay DholakiaWesley M. FelterCharles R. Lefurgy
    • Tyler K. BletschAjay DholakiaWesley M. FelterCharles R. Lefurgy
    • G01R21/00G06F19/00
    • G06F1/3203
    • Methods, apparatus, and products as disclosed for estimating power consumption of computing components configured in a computing system that include: selecting, by a power estimation module, a plurality of calibration datasets from a calibration dataset repository, each calibration dataset specifying calibration power consumption by one or more computing components in the computing system for a calibration workload at a plurality of calibration operating points; measuring, by the power estimation module, a current power consumption by one or more measured computing components in the computing system for a current workload at a current operating point; determining, by the power estimation module, an estimated power consumption for the measured computing components at a proposed operating point in dependence upon the selected calibration datasets and the current power consumption for the current workload at the current operating point; and administering the computing system in dependence upon the estimated power consumption.
    • 公开了用于估计在计算系统中配置的计算组件的功耗的方法,装置和产品,其包括:由功率估计模块从校准数据集存储库中选择多个校准数据集,每个校准数据集指定校准功率消耗由 用于在多个校准操作点处的校准工作负载的所述计算系统中的一个或多个计算组件; 由所述功率估计模块通过所述计算系统中的当前工作负载的一个或多个测量计算组件测量当前功耗; 由功率估计模块根据所选择的校准数据集和当前工作点的当前工作负载的当前功耗来确定所提出的工作点处的测量计算组件的估计功率消耗; 以及根据所估计的功率消耗来管理所述计算系统。
    • 37. 发明申请
    • Method and System for Real-Time Prediction of Power Usage for a Change to Another Performance State
    • 用于实时预测用于改变另一个性能状态的方法和系统
    • US20090125293A1
    • 2009-05-14
    • US11938834
    • 2007-11-13
    • Charles R. LefurgyMadhu Saravana Govindan
    • Charles R. LefurgyMadhu Saravana Govindan
    • G06F17/50
    • G06F11/3476G06F11/3447Y02D10/34
    • A method and system for real-time prediction of power usage for a change to another performance state provides input data for power management decision-making processes or for display to system operators. The unit(s) for which power usage is predicted may be a single processor in a uni-processor system or may extend up to the level of facilities within a complex of processing facilities. The method and system gather real-time data on the power consumption of the unit(s) and create a model, such as a regression model, of power versus performance. A resulting power usage change required by a prospective nominal performance state change is shown as display data, or is transmitted to a power budgeting controller to inform the controller as to potential changes that can enhance system operation, such as managing tradeoffs of power allocated to various sub-units of a processing system.
    • 用于实时性地预测用于另一性能状态的功率的方法和系统提供用于功率管理决策过程的输入数据或用于向系统操作者显示。 预测功率使用的单元可以是单处理器系统中的单个处理器,或者可以延伸到处理设施的复杂区域内的设施级别。 该方法和系统收集关于单位功耗的实时数据,并创建功率与性能的模型,如回归模型。 预期的名义性能状态变化所需的功率使用变化的结果被显示为显示数据,或者被发送到功率预算控制器以通知控制器关于可以增强系统操作的潜在变化,例如管理分配给各种功率的功率的权衡 处理系统的子单元。
    • 38. 发明申请
    • Method for Autonomous Dynamic Voltage and Frequency Scaling of Microprocessors
    • 微处理器的自动动态电压和频率调节方法
    • US20080098254A1
    • 2008-04-24
    • US11838331
    • 2007-08-14
    • Peter AltevogtHans BoettigerWesley M. FelterCharles R. LefurgyLutz StiegeMalcolm S. Ware
    • Peter AltevogtHans BoettigerWesley M. FelterCharles R. LefurgyLutz StiegeMalcolm S. Ware
    • G06F1/08
    • G06F1/3203G06F1/324G06F1/3296Y02D10/126Y02D10/172
    • A method for autonomous dynamic voltage (v) and frequency (f) scaling (DVFS) of a microprocessor, wherein autonomous detection of phases of high microprocessor workload and prediction of their duration is performed (PID). The microprocessor frequency (f) will be temporarily increased (LUT) to an appropriate safe value (even beyond its nominal frequency) consistent with technological and ambient constraints in order to improve performance when the computer system comprising the microprocessor benefits most, while during phases of low microprocessor workload its frequency (f) and voltage (v) will be decreased to save energy. This technique exploits hidden performance capabilities and improves the total performance of a computer system without compromising operational stability. No additional hardware such as service processors is needed for contemporary computer systems supporting performance counters and DFVS already. The invention allows significantly increasing the total computer system performance with only minimal impact on power (PMAX, PACTUAL) consumption.
    • 一种用于微处理器的自主动态电压(v)和频率(f)缩放(DVFS)的方法,其中执行高微处理器工作负载的相位的自主检测及其持续时间的预测(PID)。 微处理器频率(f)将临时增加(LUT)到与技术和环境约束一致的适当的安全值(甚至超过其标称频率),以便当包括微处理器的计算机系统受益最大时,提高性能,同时在 低微处理器工作负载,其频率(f)和电压(v)将降低以节省能源。 该技术利用隐藏的性能功能,并提高计算机系统的总体性能,而不会影响操作稳定性。 不需要支持性能计数器和DFVS的现代计算机系统等附加硬件,如服务处理器。 本发明允许显着地增加总计算机系统的性能,而对功率(P MAX),功耗(P <