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    • 16. 发明授权
    • Apparatus and method for identifying performance bottlenecks in pipeline parallel processing environment
    • 用于识别流水线并行处理环境中性能瓶颈的装置和方法
    • US09575916B2
    • 2017-02-21
    • US14148697
    • 2014-01-06
    • International Business Machines Corporation
    • Brian K. CaufieldRon E. LiuDongJie WeiXin Ying Yang
    • G06F7/00G06F13/36
    • G06F13/36
    • A system identifies a performance bottleneck status in a parallel data processing environment by examining data flow associated with the parallel data processing environment to identify at least one operator, where an operator type is associated with at least one operator, at least one buffer, and a relationship that the buffer has with the operator, where the relationship is associated with the operator type. The system monitors the buffer to determine a buffer status associated with the buffer. The system applies a set of rules to identify an operator bottleneck status associated with the operator. The set of rules is applied to the operator, based on the operator type, the buffer status, and relationship that the buffer has with the operator. The system then determines a performance bottleneck status associated with the parallel data processing environment, based on the operator bottleneck status.
    • 系统通过检查与并行数据处理环境相关联的数据流来识别并行数据处理环境中的性能瓶颈状态,以识别至少一个运营商,其中运营商类型与至少一个运营商,至少一个缓冲区和 缓冲区与操作员的关系,其中关系与操作员类型相关联。 系统监视缓冲区以确定与缓冲区相关联的缓冲区状态。 系统应用一组规则来识别与操作员相关联的操作员瓶颈状态。 根据操作员类型,缓冲区状态以及缓冲区与操作员的关系,将一组规则应用于操作员。 然后,系统基于操作员瓶颈状态确定与并行数据处理环境相关联的性能瓶颈状态。