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    • 1. 发明授权
    • Method for autonomous dynamic voltage and frequency scaling of microprocessors
    • 微处理器自主动态电压和频率缩放的方法
    • US07840825B2
    • 2010-11-23
    • US11838331
    • 2007-08-14
    • Peter AltevogtHans BoettigerWesley M. FelterCharles R. LefurgyLutz StiegeMalcolm S. Ware
    • Peter AltevogtHans BoettigerWesley M. FelterCharles R. LefurgyLutz StiegeMalcolm S. Ware
    • G06F1/32
    • 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性能,而对功率(PMAX,PACTUAL)消耗的影响最小。
    • 2. 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 <
    • 9. 发明授权
    • Method and system for estimating processor utilization from power measurements
    • 用于从功率测量估计处理器利用率的方法和系统
    • US07925901B2
    • 2011-04-12
    • US11686418
    • 2007-03-15
    • Wesley M. FelterCharles R. LefurgyTyler Bletsch
    • Wesley M. FelterCharles R. LefurgyTyler Bletsch
    • G06F1/26G06F1/32
    • G06F1/3203G06F1/324G06F1/3296Y02D10/126Y02D10/172
    • A method and system for estimating processor utilization from power measurements provides an estimate of processor utilization that can be computed outside of the processor and operating system. Measurements of the processor power consumption are gathered over short intervals in a histogram. The idle power consumption of the processor is determined, and a threshold value higher than the idle power consumption level is computed from the idle power consumption. The number of histogram counts for bins greater than the threshold is normalized to the total number of measurements, providing a fractional value that corresponds to the processor utilization over the measurement interval. The fractional value can then be used in a power management algorithm that adjusts the frequency and optionally the voltage of the processor or group of processors based on their utilization.
    • 用于从功率测量估计处理器利用率的方法和系统提供可以在处理器和操作系统之外计算的处理器利用率的估计。 在直方图中以短时间间隔收集处理器功耗的测量。 确定处理器的空闲功耗,并根据空闲功耗计算高于空闲功耗水平的阈值。 对于大于阈值的箱体的直方图计数的数量被归一化为测量的总数,提供与测量间隔上的处理器利用率相对应的分数值。 然后,分数值可用于功率管理算法,其根据其利用率来调整处理器或处理器组的频率和可选的电压。