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    • 6. 发明申请
    • System and Method for Optimizing Energy Consumption by Processors
    • 优化处理器能耗的系统和方法
    • US20160320825A1
    • 2016-11-03
    • US14848632
    • 2015-09-09
    • Tata Consultancy Services Ltd.
    • Prasanta PandaBrajesh Singh
    • G06F1/32
    • G06F1/3234G06F1/3206G06F1/324G06F1/329G06F1/3296G06F9/5094Y02D10/126Y02D10/172Y02D10/22Y02D10/24
    • Methods and systems for selecting an appropriate forecasting model for accurate workload prediction of a processor is disclosed. The processor is configured to monitor workload and extract workload history of the processor for a given time interval. Further, the processor is configured to create plurality of forecasting models based on the extracted workload history and apply the group of forecasting model on the extracted workload history to obtain a plurality of predicted future workload for the given time interval. Further, the processor is configured to compute an error measure of the plurality of predicted future workload in reference to an actual workload of the processor and select the appropriate forecasting model from plurality of the forecasting models having least error measure among the computed error measures for dynamically scaling frequency and voltage required by the processor and thereby optimizing energy consumption in the processor.
    • 公开了用于为处理器的精确工作量预测选择适当的预测模型的方法和系统。 处理器配置为在给定的时间间隔内监视工作负载并提取处理器的工作负载历史。 此外,处理器被配置为基于所提取的工作负载历史创建多个预测模型,并将所述一组预测模型应用于所提取的工作负载历史,以在给定时间间隔内获得多个预测的未来工作负载。 此外,处理器被配置为参考处理器的实际工作量来计算多个预测的未来工作负载的误差量度,并且从动态地计算的误差测量值中的具有最小误差测量的多个预测模型中选择适当的预测模型 缩放处理器所需的频率和电压,从而优化处理器中的能量消耗。
    • 8. 发明授权
    • Automation in IT services and IT enabled services
    • 自动化IT服务和IT服务
    • US09383991B2
    • 2016-07-05
    • US12490658
    • 2009-06-24
    • Kumar AnandNori Kesav VithalReddy Nitin Kunda
    • Kumar AnandNori Kesav VithalReddy Nitin Kunda
    • G06F9/44G06F7/00
    • G06F8/68G06F8/658
    • A system for automation of processes in a working environment to achieve targeted deliverables, said system comprising: mapping means adapted to map discrete processes in a working environment; reader means adapted to read human instructions in relation to targeted deliverables at mapped discrete processes; interpreter means adapted to interpret said read instructions into a machine readable instruction format; compiler means adapted to compile said machine readable instruction format into a pre-defined operating system executable instruction format; packager means adapted to classify and package said operating system executable instruction format in a pre-defined format; and installer means adapted to install and deploy said packaged format in said working environment to complete the automation process and achieve targeted deliverables.
    • 一种用于工作环境中的过程自动化以实现目标可交付物的系统,所述系统包括:映射装置,适于在工作环境中映射离散过程; 读取器装置适于在映射的离散过程中读取与目标可交付物相关的人类指令; 解释器装置适于将所述读取指令解释为机器可读指令格式; 编译器装置,用于将所述机器可读指令格式编译成预定义的操作系统可执行指令格式; 封装器装置,适于以预定格式对所述操作系统可执行指令格式进行分类和打包; 以及适于在所述工作环境中安装和部署所述打包格式以完成自动化过程并实现目标可交付物的安装装置。