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INDEX ANOMALY ANALYSIS METHOD AND APPARATUS, AND ELECTRONIC DEVICE AND STORAGE MEDIUM

机译:指数异常分析方法和装置,以及电子设备和存储介质

摘要

An index anomaly analysis method, an electronic device and a computer storage medium. The method comprises: periodically collecting historical sequence data of a preset index within a first preset time period, analyzing and calculating the historical sequence data on the basis of a preset analysis algorithm, and generating and storing a parameter range set of the preset index (S1); according to a preset collection frequency, collecting real-time data of an index to be tested, and recording the real-time data of the index to be tested and a collection time point (S2); determining, according to the collection time point, a target time window corresponding to the index to be tested, and screening, from the parameter range set, a target parameter range corresponding to the target time window of the index to be tested (S3); comparing the real-time data with the target parameter range, and determining whether the real-time data exceeds the target parameter range (S4); and when it is determined that the real-time data exceeds the target parameter range, determining that the index to be tested is anomalous at the collection time point, and sending prompt information to a preset terminal (S5). By utilizing the method, the efficiency and accuracy of index anomaly detection can be improved. The method further relates to blockchain technology, and the historical sequence data can be stored in a blockchain node.
机译:指数异常分析方法,电子设备和计算机存储介质。该方法包括:基于预设分析算法,分析和计算历史序列数据,以及生成并存储预设索引的参数范围集(S1的参数范围集的历史序列数据);根据预设的收集频率,收集要测试的索引的实时数据,并记录要测试的索引的实时数据和收集时间点(S2);根据收集时间点确定与要测试的索引相对应的目标时间窗口,并从参数范围集中筛选对应于要测试的索引的目标时间窗口的目标参数范围(S3);将实时数据与目标参数范围进行比较,并确定实时数据是否超过目标参数范围(S4);并且当确定实时数据超过目标参数范围时,确定要测试的索引处于收集时间点的异常,并将提示信息发送到预设终端(S5)。通过利用该方法,可以提高指数异常检测的效率和准确性。该方法还涉及区块链接技术,并且历史序列数据可以存储在区块链节点中。

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