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    • 8. 发明申请
    • METHOD FOR PERFORMANCE MONITORING AND OPTIMIZATION VIA TREND DETECTION AND FORECASTING
    • 通过趋势检测和预测进行性能监测和优化的方法
    • US20150261649A1
    • 2015-09-17
    • US14207647
    • 2014-03-13
    • International Business Machines Corporation
    • Omer Y. BoehmAnat HashavitRoy LevinYousef Shajrawi
    • G06F11/34
    • G06F11/3466G06F11/008G06F11/0706G06F11/0754G06F11/3409G06F2201/815G06F2201/86G06F2201/865
    • A method for identifying trends in system faults. During a generating stage, monitoring via a software based performance monitoring unit, a state of a server on a network and generating hardware or software performance information which indicate system faults of the server. During an analysis stage including, creating a dataset from the hardware or software performance information and isolating events from the dataset and categorizing each of the isolated events into a type, each type representing one application program call return. For each event in the dataset, assigning a trend score which decays with time such that recent events receive greater weight in the assigning than less recent events. Finally, performing one or more of: outputting a notification of the trend score, utilizing an optimization unit or triggering operation of a fault system handler for the event, when the trend score is above a threshold.
    • 一种识别系统故障趋势的方法。 在生成阶段,通过基于软件的性能监视单元的监视,网络上的服务器的状态,以及生成指示服务器的系统故障的硬件或软件性能信息。 在分析阶段,包括从硬件或软件性能信息创建数据集,并从数据集中隔离事件并将每个隔离事件分类为一种类型,每种类型表示一个应用程序调用返回。 对于数据集中的每个事件,分配趋势分数随着时间的推移而衰减,使得最近的事件在分配中比最近的事件收到更大的权重。 最后,当趋势得分高于阈值时,执行以下各项中的一个或多个:输出趋势分数的通知,利用优化单元或事件的故障系统处理程序的触发操作。