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METHOD AND APPARATUS FOR REAL-TIME MONITORING OF BIG DATA PLATFORM, MEDIUM, AND ELECTRONIC DEVICE

机译:大数据平台,介质和电子设备的实时监控方法和装置

摘要

The present application relates to the field of big data, and to a method and apparatus for real-time monitoring of a big data platform, a medium, and an electronic device. The method comprises: acquiring performance-related data and queue resource information of a big data platform; converting the performance-related data into first rule data, and converting the queue resource information into second rule data; performing data fusion on the first rule data and the second rule data; extracting, from the multiple types of fused data, multiple types of fused data having an index association relationship, and calculating a platform scheduling score of a platform monitoring index corresponding to the index association relationship; and if the platform scheduling score is below a predetermined threshold, analyzing a scheduling bottleneck of the big data platform using performance-related data and queue resource information associated with the platform monitoring index. The present application effectively improves the radiality of big data platform monitoring.
机译:本申请涉及大数据领域,以及用于大数据平台,介质和电子设备的实时监控的方法和装置。该方法包括:获取与大数据平台的性能相关的数据和队列资源信息;将性能相关数据转换为第一规则数据,并将队列资源信息转换为第二规则数据;在第一规则数据和第二规则数据上执行数据融合;从多种类型的融合数据中提取,多种类型的融合数据具有索引关联关系,并计算与索引关联关系相对应的平台监视索引的平台调度得分;如果平台调度得分低于预定阈值,则使用与平台监视索引相关联的性能相关的数据和队列资源信息来分析大数据平台的调度瓶颈。本申请有效提高了大数据平台监测的辐照性。

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