Automated classification pipeline tuning under mobile device resource constraints
    5.
    发明授权
    Automated classification pipeline tuning under mobile device resource constraints 有权
    在移动设备资源约束下自动分类流水线调优

    公开(公告)号:US09020871B2

    公开(公告)日:2015-04-28

    申请号:US12818877

    申请日:2010-06-18

    IPC分类号: G06N99/00 G06K9/00

    CPC分类号: G06N99/005 G06K9/00973

    摘要: An architecture and techniques to enable a mobile device to efficiently classify raw sensor data into useful high level inferred data is discussed. Classification efficiency is achieved by tuning the mobile device's raw sensor data classification pipeline to attain a balance of accuracy, latency and energy suitable for mobile devices. The tuning of the classification pipeline is accomplished via a multi-pipeline tuning approach that uses Statistical Machine Learning Tools (SMLTs) and a classification cost modeler.

    摘要翻译: 讨论了使移动设备有效地将原始传感器数据分类为有用的高级推断数据的架构和技术。 通过调整移动设备的原始传感器数据分类流水线达到适合移动设备的精度,延迟和能量的平衡来实现分类效率。 分类流水线的调整是通过使用统计机器学习工具(SMLT)和分类成本建模器的多管线调整方法实现的。

    Resource modeling and scheduling for extensible computing platforms
    6.
    发明授权
    Resource modeling and scheduling for extensible computing platforms 有权
    可扩展计算平台的资源建模和调度

    公开(公告)号:US08984520B2

    公开(公告)日:2015-03-17

    申请号:US11763397

    申请日:2007-06-14

    摘要: Energy management modeling and scheduling techniques are described for reducing the power consumed to execute an application on a multi-processor computing platform within a certain time period. In one embodiment, a sophisticated resource model which accounts for discrete operating modes for computing components/resources on a computing platform and transition costs for transitioning between each of the discrete modes is described. This resource model provides information for a specific heterogeneous multi-processor computing platform and an application being implemented on the platform in a form that can be processed by a selection module, typically utilizing an integer linear programming (ILP) solver or algorithm, to select a task schedule and operating configuration(s) for executing the application within a given time.

    摘要翻译: 描述了能量管理建模和调度技术,以在一定时间段内减少在多处理器计算平台上执行应用程序所消耗的功耗。 在一个实施例中,描述了考虑用于在计算平台上计算组件/资源的离散操作模式的复杂资源模型以及在每个离散模式之间转换的转换成本。 该资源模型提供用于特定异构多处理器计算平台和正在平台上实现的应用程序的信息,该应用程序可以由通常利用整数线性规划(ILP)解算器或算法的选择模块来处理的形式来选择 任务计划和在给定时间内执行应用程序的操作配置。

    Querying compressed time-series signals
    7.
    发明授权
    Querying compressed time-series signals 有权
    查询压缩时间序列信号

    公开(公告)号:US08655887B2

    公开(公告)日:2014-02-18

    申请号:US13491838

    申请日:2012-06-08

    IPC分类号: G06F7/00 G06F17/30

    CPC分类号: G06F17/30516

    摘要: Technologies pertaining to compressing time-series signals are described herein. Groups of time-series signals are generated based upon similarities between time-series signals. Each group of time-series signals includes a respective base time-series signal. Ratio signals that are representative of time-series signals are computed, wherein the ratio signals are based upon the base time-series signal and other respective time-series signals in a group of time-series signals.

    摘要翻译: 本文描述了压缩时间序列信号的技术。 基于时间序列信号之间的相似度生成时间序列信号组。 每组时间序列信号包括各自的基本时间序列信号。 计算代表时间序列信号的比率信号,其中比率信号基于一组时间序列信号中的基本时间序列信号和其它相应的时间序列信号。

    Apparatus having a slidable cap
    8.
    发明授权
    Apparatus having a slidable cap 失效
    装置具有可滑动盖

    公开(公告)号:US08444339B2

    公开(公告)日:2013-05-21

    申请号:US13412536

    申请日:2012-03-05

    IPC分类号: B43K7/12

    摘要: An apparatus comprises a body that extends longitudinally between a top end and a bottom end, an elongate slot disposed in an outer surface of the body and having first and second spaced-apart detents, and a cap disposed coaxially around the body and having a cut therein that defines an elongate arm. The elongate arm has an inwardly-oriented protrusion configured to engage the detents of the slot. The cap is slidable along the body such that the inwardly-oriented protrusion slides along the slot until it detachably engages a detent, thereby retaining the cap in either a closed position that covers the bottom end or an open position in which the bottom end is exposed.

    摘要翻译: 一种装置包括在顶端和底端之间纵向延伸的主体,设置在主体的外表面中并具有第一和第二间隔开的棘爪的细长狭槽以及同轴地设置在身体周围并具有切口 其中限定了细长臂。 细长臂具有配置成接合槽的棘爪的向内取向的突起。 盖可以沿主体滑动,使得向内取向的突出部沿着狭槽滑动,直到其可拆卸地接合制动器,从而将盖保持在封闭位置,该关闭位置覆盖底端或底端露出的打开位置 。

    QUERYING COMPRESSED TIME-SERIES SIGNALS
    9.
    发明申请
    QUERYING COMPRESSED TIME-SERIES SIGNALS 有权
    查询压缩时间序列信号

    公开(公告)号:US20120246169A1

    公开(公告)日:2012-09-27

    申请号:US13491838

    申请日:2012-06-08

    IPC分类号: G06F17/30 G06F7/00

    CPC分类号: G06F17/30516

    摘要: Technologies pertaining to compressing time-series signals are described herein. Groups of time-series signals are generated based upon similarities between time-series signals. Each group of time-series signals includes a respective base time-series signal. Ratio signals that are representative of time-series signals are computed, wherein the ratio signals are based upon the base time-series signal and other respective time-series signals in a group of time-series signals.

    摘要翻译: 本文描述了压缩时间序列信号的技术。 基于时间序列信号之间的相似度生成时间序列信号组。 每组时间序列信号包括各自的基本时间序列信号。 计算代表时间序列信号的比率信号,其中比率信号基于一组时间序列信号中的基本时间序列信号和其它相应的时间序列信号。