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    • 1. 发明申请
    • METHODS AND APPARATUS FOR ADAPTING COMPRESSION TECHNIQUES OVER DATA BASED ON EXTERNAL CONTEXT
    • 基于外部语境的数据适应压缩技术的方法和装置
    • US20090089446A1
    • 2009-04-02
    • US11863689
    • 2007-09-28
    • Maria Rene EblingWilliam Francis JeromeArchan MisraIqbal Mohomed
    • Maria Rene EblingWilliam Francis JeromeArchan MisraIqbal Mohomed
    • G06F15/16
    • G06F15/16A61B5/002A61B5/0022H04L69/04
    • Techniques for selecting a new compression technique or altering the currently instantiated compression technique employed over a data stream in data collection system are provided. At least one change to at least one external contextual condition is detected. One or more modifications to a defined compression technique is generated, either independently or in conjunction with one or more modifications to the event processing operators that operate on the data stream and whose output provides the values that are compressed by the defined compression technique, in response to the at least one change to the at least one external contextual condition. The defined compression technique of the at least one client device is altered in accordance with the one or more modifications to form a modified compression technique through which the unmodified or processed data stream will be compressed before being sent to the server.
    • 提供了用于选择新的压缩技术或改变在数据采集系统中通过数据流采用的当前实例化的压缩技术的技术。 检测至少一个外部上下文条件的至少一个更改。 生成对所定义的压缩技术的一个或多个修改,独立地或结合对对数据流进行操作的事件处理操作符的一个或多个修改,并且其输出提供通过定义的压缩技术压缩的值作为响应 到所述至少一个外部上下文条件的所述至少一个改变。 根据一个或多个修改来改变至少一个客户端设备的定义的压缩技术,以形成经修改的压缩技术,通过该修改的压缩技术,未经修改或处理的数据流将在被发送到服务器之前被压缩。
    • 2. 发明授权
    • Adapting compression techniques over data based on context
    • 适应基于上下文的数据压缩技术
    • US08904044B2
    • 2014-12-02
    • US11863689
    • 2007-09-28
    • Maria Rene EblingWilliam Francis JeromeArchan MisraIqbal Mohomed
    • Maria Rene EblingWilliam Francis JeromeArchan MisraIqbal Mohomed
    • G06F15/16A61B5/00H04L29/06
    • G06F15/16A61B5/002A61B5/0022H04L69/04
    • Techniques for selecting a new compression technique or altering the currently instantiated compression technique employed over a data stream in data collection system are provided. At least one change to at least one external contextual condition is detected. One or more modifications to a defined compression technique is generated, either independently or in conjunction with one or more modifications to the event processing operators that operate on the data stream and whose output provides the values that are compressed by the defined compression technique, in response to the at least one change to the at least one external contextual condition. The defined compression technique of the at least one client device is altered in accordance with the one or more modifications to form a modified compression technique through which the unmodified or processed data stream will be compressed before being sent to the server.
    • 提供了用于选择新的压缩技术或改变在数据采集系统中通过数据流采用的当前实例化的压缩技术的技术。 检测至少一个外部上下文条件的至少一个更改。 生成对所定义的压缩技术的一个或多个修改,独立地或结合对对数据流进行操作的事件处理操作符的一个或多个修改,并且其输出提供通过定义的压缩技术压缩的值作为响应 到所述至少一个外部上下文条件的所述至少一个改变。 根据一个或多个修改来改变至少一个客户端设备的定义的压缩技术,以形成经修改的压缩技术,通过该修改的压缩技术,未经修改或处理的数据流将在被发送到服务器之前被压缩。
    • 9. 发明授权
    • Determining and validating provenance data in data stream processing system
    • 确定和验证数据流处理系统中的来源数据
    • US08775344B2
    • 2014-07-08
    • US12125219
    • 2008-05-22
    • Marion Lee BlountJohn Sidney Davis, IIMaria Rene EblingArchan MisraDaby Mousse SowMin Wang
    • Marion Lee BlountJohn Sidney Davis, IIMaria Rene EblingArchan MisraDaby Mousse SowMin Wang
    • G06F17/00G06N3/00
    • G06K9/00496G16H50/20
    • Techniques are disclosed for determining and validating provenance data in such data stream processing systems. For example, a method for processing data associated with a data stream received by a data stream processing system, wherein the system comprises a plurality of processing elements, comprises the following steps. Input data elements and output data elements associated with at least one processing element of the plurality of processing elements are obtained. One or more intervals are computed for the processing element using data representing observations of associations between inputs elements and output elements of the processing element, wherein, for a given one of the intervals, one or more particular input elements contained within the given interval are determined to have contributed to a particular output element. In another method, intervals are specified, and then validated by comparing the specified intervals against intervals computed based on observations.
    • 公开了用于确定和验证这种数据流处理系统中的来源数据的技术。 例如,一种用于处理与由数据流处理系统接收的数据流相关联的数据的方法,其中所述系统包括多个处理元件,包括以下步骤。 获得与多个处理元件中的至少一个处理元件相关联的输入数据元素和输出数据元素。 使用表示输入元件和处理元件的输出元件之间的关联的观察值的数据来计算处理元件的一个或多个间隔,其中对于给定的一个间隔,确定包含在给定间隔内的一个或多个特定输入元素 为特定的输出元素做出了贡献。 在另一种方法中,指定间隔,然后通过将指定的间隔与基于观察值计算的间隔进行比较来验证。