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    • 84. 发明授权
    • Unfusing a failing part of an operator graph
    • 释放运算符图的失败部分
    • US08990628B2
    • 2015-03-24
    • US13706078
    • 2012-12-05
    • International Business Machines Corporation
    • Michael J. BransonJohn M. SantosuossoBrandon W. Schultz
    • G06F11/00G06F11/07G06F11/34
    • G06F11/0793G06F11/0709G06F11/0754G06F11/2025G06F11/2035G06F11/3433
    • Techniques for managing a fused processing element are described. Embodiments receive streaming data to be processed by a plurality of processing elements. Additionally, an operator graph of the plurality of processing elements is established. The operator graph defines at least one execution path and wherein at least one of the processing elements of the operator graph is configured to receive data from at least one upstream processing element and transmit data to at least one downstream processing element. Embodiments detect an error condition has been satisfied at a first one of the plurality of processing elements, wherein the first processing element contains a plurality of fused operators. At least one of the plurality of fused operators is selected for removal from the first processing element. Embodiments then remove the selected at least one fused operator from the first processing element.
    • 描述用于管理融合处理元件的技术。 实施例接收要由多个处理元件处理的流数据。 另外,建立了多个处理要素的运算符图。 运算符图定义至少一个执行路径,并且其中运算符图形的处理要素中的至少一个被配置为从至少一个上游处理单元接收数据并将数据发送到至少一个下游处理单元。 实施例检测在多个处理元件中的第一个处理元件已经满足了错误条件,其中第一处理元件包含多个融合操作符。 选择多个融合操作符中的至少一个用于从第一处理元件移除。 然后,实施例从第一处理元件移除所选择的至少一个融合算子。
    • 87. 发明申请
    • ENDING TUPLE PROCESSING IN A STREAM-BASED COMPUTING APPLICATION
    • 基于流程的计算应用程序中的终止TUPLE处理
    • US20150074108A1
    • 2015-03-12
    • US14540232
    • 2014-11-13
    • International Business Machines Corporation
    • Michael J. BransonJohn M. Santosuosso
    • G06F17/30H04L12/26
    • H04L65/60G06F17/30516H04L43/0888H04L65/4084H04L65/602H04L65/80
    • A method includes receiving streaming data to be processed by a plurality of processing elements comprising one or more stream operators. Time metadata may be added to a parent tuple at a first stream operator. A first time metric may be determined for a first child tuple of the parent tuple at a second stream operator. The first time metric may be determined, at least in part, from the time metadata. The second stream operator may receive the first child tuple from the first stream operator. The method may include transmitting a second child tuple of the parent tuple from the second stream operator to a third stream operator if the time metric is inside a time limit. In addition, the method may include ending processing of the first child tuple if the time metric is outside of the time limit.
    • 一种方法包括接收要由包括一个或多个流操作符的多个处理元件处理的流数据。 时间元数据可以被添加到第一流操作符的父元组。 可以在第二流操作符处为父元组的第一子元组确定第一时间度量。 至少部分地可以从时间元数据确定第一时间度量。 第二流运算符可以从第一流运算符接收第一子元组。 该方法可以包括:如果时间度量在时间限制内,则将父元组的第二子元组从第二流运算符发送到第三流运算符。 此外,该方法可以包括:如果时间度量超出该时间限制,则结束对第一子元组的处理。
    • 89. 发明申请
    • MONITORING SIMILAR DATA IN STREAM COMPUTING
    • 监测流图计算中的类似数据
    • US20140365612A1
    • 2014-12-11
    • US13914148
    • 2013-06-10
    • International Business Machines Corporation
    • Michael J. BransonJohn M. Santosuosso
    • H04L29/08
    • H04L43/028H04L41/5096H04L43/026
    • A method, system, and computer program product for monitoring similar data in stream computing are disclosed. The method may include, monitoring at least one input stream of tuples to be processed by an application. The application may comprise one or more processing elements operating on one or more computer processors and each tuple is an instance of data. The method may also include, identifying a first tuple in the input stream and the first tuple is a first instance of first data. Also, the method may include, identifying a second tuple in the input stream and the second tuple is a second instance of first data. Furthermore, the method may include, determining that the second tuple satisfies criteria for superseding the first tuple and eliminating the first tuple from the application.
    • 公开了用于监视流计算中的类似数据的方法,系统和计算机程序产品。 该方法可以包括:监视要由应用处理的元组的至少一个输入流。 应用可以包括在一个或多个计算机处理器上操作的一个或多个处理元件,并且每个元组是数据的实例。 该方法还可以包括:识别输入流中的第一元组,并且第一元组是第一数据的第一实例。 此外,该方法可以包括:识别输入流中的第二元组,第二元组是第一数据的第二实例。 此外,该方法可以包括:确定第二元组满足取代第一元组的标准,并从应用中消除第一元组。
    • 90. 发明申请
    • MANAGING ATTRIBUTES IN STREAM PROCESSING
    • 管理流程中的属性
    • US20140289240A1
    • 2014-09-25
    • US13847520
    • 2013-03-20
    • INTERNATIONAL BUSINESS MACHINES CORPORATION
    • Eric L. BarsnessMichael J. BransonJohn M. Santosuosso
    • G06F17/30
    • G06F17/30516
    • A method and system for managing attributes in a streaming application is disclosed. The system may have a stream manager communicatively coupled with processing elements for tracking a stream of tuples. The system may also have a first stream operator communicatively coupled with the stream manager and capable of receiving the stream of tuples, wherein the first stream operator selects the selected attribute of the first tuple and assigns a first identifier to the selected attribute. The system may also have a second stream operator communicatively coupled with the stream manager and capable of receiving the stream of tuples, and capable of replacing the selected attribute in the second tuple with a second identifier provided by the first stream operator. The system may also have an identifier table communicatively coupled with the stream manager and the first and second stream operator, wherein the identifier table includes identifiers for selected tuples.
    • 公开了一种用于管理流应用中的属性的方法和系统。 系统可以具有与处理元件通信耦合的流管理器,用于跟踪元组流。 系统还可以具有与流管理器通信耦合并且能够接收元组流的第一流运算符,其中第一流操作符选择第一元组的所选属性并将第一标识符分配给所选择的属性。 该系统还可以具有与流管理器通信耦合并且能够接收元组流的第二流运算符,并且能够用由第一流操作符提供的第二标识符替换第二元组中的所选属性。 系统还可以具有与流管理器和第一和第二流操作者通信地耦合的标识符表,其中标识符表包括用于所选元组的标识符。