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METHOD FOR COMPUTER-CONTROLLED PROCESSING OF REQUESTS FOR THE ANALYSIS OF DATA IN A STORAGE MEDIUM

机译:存储介质中数据分析的计算机控制请求处理方法

摘要

The invention relates to a method for the computer-aided processing of queries (RE) for the analysis of data in a data memory (DL), wherein the queries (RE) each specify an analysis of the data of the data memory (DL) to be performed and by one or more applications (AP ) are sent to an evaluation unit (DAA), wherein the evaluation unit (DAA) processes a request (RE) received by a respective application (AP) by means of access to the data memory (DL) and obtains the resulting result (RS) of the request (RS). RE) to the respective application (AP). The method is characterized in that in the evaluation unit (DAA) based on a request history (RH) of past requests, future requests (PRE) are predicted using a prediction model that has been learned by machine or on a statistical basis Analysis is based. The results (RS) of the predicted requests (PRE) are transmitted by the evaluation unit (DAA) to the corresponding applications (AP) even before the actual request (RE) occurs, so that the actual request (RE) from the application (AP ) no longer needs to be sent out. In addition, a respective application (AP) of the evaluation unit (DAA) gives a feedback, whether the predicted request (PRE) actually occurs or not. Based on such feedback, the evaluation unit then adapts the prediction model, which ensures a high quality of the prediction model. The applications are preferably used to monitor the technical systems or to generate reports about the technical system (s).
机译:本发明涉及一种用于计算机辅助处理查询(RE)以分析数据存储器(DL)中的数据的方法,其中每个查询(RE)都指定对数据存储器(DL)的数据的分析将由一个或多个应用程序(AP)执行的要发送到评估单元(DAA),其中评估单元(DAA)通过访问数据处理相应应用程序(AP)接收到的请求(RE)存储(DL),并获得请求(RS)的结果结果(RS)。 RE)到相应的应用程序(AP)。该方法的特征在于,在基于过去请求的请求历史(RH)的评估单元(DAA)中,使用已经由机器学习或基于统计的预测模型来预测未来请求(PRE)。 。预测请求(PRE)的结果(RS)甚至在实际请求(RE)发生之前就由评估单元(DAA)发送到相应的应用程序(AP),因此来自应用程序的实际请求(RE)( AP)不再需要发送出去。此外,评估单元(DAA)的各个应用程序(AP)给出反馈,无论预测请求(PRE)是否实际发生。基于这样的反馈,评估单元然后调整预测模型,这确保了预测模型的高质量。这些应用优选地用于监视技术系统或生成关于技术系统的报告。

著录项

  • 公开/公告号EP3026602A1

    专利类型

  • 公开/公告日2016-06-01

    原文格式PDF

  • 申请/专利权人 SIEMENS AKTIENGESELLSCHAFT;

    申请/专利号EP20150189938

  • 发明设计人 FISCHER JAN-GREGOR;

    申请日2015-10-15

  • 分类号G06N7/06;G06F17/30;

  • 国家 EP

  • 入库时间 2022-08-21 14:48:44

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