Service data analysis early warning method and system, storage medium and computing equipment
A business data and business technology, applied in the field of data processing, can solve problems such as low alarm timeliness, inability to respond quickly, and poor business analysis accuracy, so as to improve early warning efficiency, improve accuracy and timeliness, and save labor costs. Effect
Pending Publication Date: 2020-06-05
北京水滴科技集团有限公司
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Problems solved by technology
[0003] Manual analysis not only consumes a lot of manpower and material resources, but also the accuracy of business analysis is poor, it is impossible to accurately identify normal or abnormal situations, and it is impossible to effectively judge the current trend of business data through year-on-year and month-on-year comparisons
Moreover, when a business problem occurs, it cannot respond quickly, and the timeliness of the alarm is low, which cannot meet the needs of rapid warning
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[0072] Various exemplary embodiments of the present invention will now be described in detail with reference to the accompanying drawings. It should be noted that the relative arrangements of components and steps, numerical expressions and numerical values set forth in these embodiments do not limit the scope of the present invention unless specifically stated otherwise.
[0073] At the same time, it should be understood that, for the convenience of description, the sizes of the various parts shown in the drawings are not drawn according to the actual proportional relationship.
[0074] The following description of at least one exemplary embodiment is merely illustrative in nature and in no way taken as limiting the invention, its application or uses.
[0075] Techniques, methods and devices known to those of ordinary skill in the relevant art may not be discussed in detail, but where appropriate, such techniques, methods and devices should be considered part of the descript...
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The invention discloses a service data analysis early warning method, a service data analysis early warning system, a storage medium and computing equipment. The service data analysis early warning method comprises the following steps of defining the size of sliding interval time and a window time interval of a sliding window, acquiring n pieces of service data of a specified service correspondingto the current window time interval of the sliding window every other sliding interval time, calculating fluctuation indexes of the current n pieces of service data according to a preset statisticalalgorithm, calculating fluctuation rates of the current n pieces of service data based on the fluctuation indexes of the current n pieces of service data and fluctuation indexes of n pieces of servicedata corresponding to a previous window time interval of the sliding window in a time sequence database, and sending early warning information of the service data if the fluctuation rates of the current n pieces of service data exceed a preset threshold range. According to the service data analysis early warning method and the service data analysis early warning system, intelligent early warningcan be carried out on the service data with the fluctuation rates exceeding the preset threshold range in time, so that the early warning efficiency of the service data is effectively improved, and the labor cost caused by manual analysis of the service data is further saved.
Description
technical field [0001] The invention relates to the technical field of data processing, in particular to a business data analysis and early warning method, system, storage medium and computing equipment. Background technique [0002] In the business analysis and early warning system, in the face of business policy adjustments or business data fluctuations caused by program problems, there is usually no specific judgment method to judge whether it is abnormal or early warning, and only human experience can be used to judge whether there is a problem. For example, the current business early warning system collects business data and stores it in the early warning system database, and regularly counts business data from the database through the business early warning system timing task (such as every 1 hour), and compares the data of this period with the data of yesterday and the previous week , giving a trend analysis. Then the business personnel are notified by email, corpora...
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IPC IPC(8): G06F16/2458
CPCG06F16/2474G06F16/2462G06F16/2465
Inventor 吴铮
Owner 北京水滴科技集团有限公司