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    • 1. 发明申请
    • METHOD FOR POWER CAPPING WITH CO-OPERATIVE DYNAMIC VOLTAGE AND FREQUENCY SCALING
    • 具有合作动态电压和频率缩放功率的方法
    • US20090150693A1
    • 2009-06-11
    • US11950543
    • 2007-12-05
    • Vivek KashyapCharles R. LefurgyDipankar Sarma
    • Vivek KashyapCharles R. LefurgyDipankar Sarma
    • G06F1/32G06F11/30
    • G06F1/3203Y02D10/126
    • A co-operative mechanism in which a service processor and a host CPU (with an OS running thereupon) work together to implement both power capping and utilization-based power savings, and with negligible side effects. Preferably, a 2-level modulation scheme is employed to undertake both power capping and energy savings simultaneously. Preferably, a frequency governor in the OS running on a host processor saves power by modulating p-states based on a shared table, thus avoiding SMIs. The range of the p-states in the shared table is adjusted to implement power capping in conjunction with power sensors in the system. This adjustment can be done either by a service processor, which can monitor total energy consumption, or an OS or software running on the host processor, which can read energy consumption from the service processor and adjust the shared table.
    • 一种合作机制,其中服务处理器和主机CPU(其中运行的OS)一起工作以实现功率封顶和基于利用的功率节省,并且具有可忽略的副作用。 优选地,采用2电平调制方案同时进行功率封顶和节能。 优选地,在主处理器上运行的OS中的调频器通过基于共享表来调制p状态来节省功率,从而避免了SMI。 调整共享表中p状态的范围,以便与系统中的功率传感器一起实现功率封顶。 该调整可以由可以监视总能量消耗的服务处理器,或者主机处理器上运行的OS或软件来完成,其可以从服务处理器读取能量消耗并调整共享表。
    • 4. 发明授权
    • 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
    • US08041521B2
    • 2011-10-18
    • US11946506
    • 2007-11-28
    • Tyler K. BletschAjay DholakiaWesley M. FelterCharles R. Lefurgy
    • Tyler K. BletschAjay DholakiaWesley M. FelterCharles R. Lefurgy
    • G01R21/00G06F1/00
    • 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。
    • 5. 发明申请
    • 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
    • US20080229127A1
    • 2008-09-18
    • 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。
    • 9. 发明授权
    • Attributing energy consumption to individual code threads in a data processing system
    • 将能量消耗归因于数据处理系统中的各个代码线程
    • US08015566B2
    • 2011-09-06
    • US11034558
    • 2005-01-13
    • Charles R. LefurgyMalcolm Scott Ware
    • Charles R. LefurgyMalcolm Scott Ware
    • G06F9/46
    • G06F1/3228G06F9/4893Y02D10/24
    • A data processing system attributes energy consumption to individual program segments or threads includes a processor that executes a first thread during a first portion of a measurement interval and a second thread during a second portion of the interval. An energy monitor measures the total energy during the interval. Energy attribution code attributes a first amount of the total energy to the first thread and a second amount to the second thread based in part on the execution times of the threads. The code may define a range of possible energy values by determining maximum and minimum energy constraints for the threads. The invention may also be extended to a multiprocessor environment and to a simultaneous multithreading (SMT) processor. In addition, the process may be expanded to determine energy consumed by various peripheral units such as hard disk controllers and the like.
    • 数据处理系统将能量消耗归因于各个程序段或线程包括处理器,其在测量间隔的第一部分期间执行第一线程,并且在间隔的第二部分期间执行第二线程。 能量监测器测量间隔期间的总能量。 能量归属代码部分地基于线程的执行时间,将第一线程的总能量的第一数量归因于第一线程,第二数量归属于第二线程。 代码可以通过确定线程的最大和最小能量约束来定义可能的能量值的范围。 本发明还可以扩展到多处理器环境和同时多线程(SMT)处理器。 此外,可以扩展该过程以确定诸如硬盘控制器等的各种外围单元所消耗的能量。
    • 10. 发明授权
    • Method and system for decreasing power consumption in memory arrays having usage-driven power management
    • 具有使用驱动电源管理的存储器阵列中的功率消耗降低的方法和系统
    • US08010764B2
    • 2011-08-30
    • US11176819
    • 2005-07-07
    • Thomas Walter Keller, Jr.Charles R. LefurgyHai Huang
    • Thomas Walter Keller, Jr.Charles R. LefurgyHai Huang
    • G05F12/00
    • G06F1/3275G06F1/3225G11C5/14Y02D10/13Y02D10/14
    • A method and system for decreasing power consumption in memory arrays having usage-driven power management provides decreased power consumption in the memory array of a processing system. Per-page usage information is gathered on memory by a memory controller and periodically evaluated by software. The software distinguishes between more frequently accessed pages and less frequently accessed pages by analyzing the gathered usage information and periodically migrates physical memory pages in order to group less frequently accessed pages and more frequently access pages in separately power-managed memory ranks. When used in conjunction with a usage-driven power management mechanism, the ranks containing the less frequently accessed pages can enter deeper power-saving states and/or any power-saving state for longer periods. Operation may be further enhanced by using packed allocation in the memory ranks containing the less-frequently accessed pages and scattered allocation in the memory ranks having more frequently accessed pages.
    • 用于降低具有使用驱动功率管理的存储器阵列中的功率消耗的方法和系统提供了处理系统的存储器阵列中的功耗降低。 每页使用信息由存储器控制器收集在存储器上,并由软件定期评估。 该软件通过分析收集的使用信息来区分更频繁访问的页面和较不频繁访问的页面,并周期性地迁移物理内存页面,以便分组较不频繁访问的页面,并且更频繁地在单独的功率管理内存等级中访问页面。 当与使用驱动的电源管理机制结合使用时,包含较不频繁访问的页面的行列可以在更长的时间内进入更深的省电状态和/或任何省电状态。 可以通过在包含较不频繁访问的页面的内存列中使用打包分配以及具有更频繁访问的页面的内存级别中的分散分配来进一步增强操作。