Model monitoring system and method for quasi real-time calculation

Abstract

The invention discloses a quasi real-time calculation model monitoring system and method, belongs to the field of artificial intelligence monitoring, and solves the problems that in the prior art, the timeliness of model monitoring cannot be guaranteed, and certain labor cost and time cost are needed for model monitoring, the quasi real-time calculation model monitoring system comprises a model data layer, and the model data layer is connected with a model system; the model information processing layer is connected with a data mart, a model monitoring index calculation layer and a model monitoring formula calculation layer, and the model monitoring formula calculation layer is connected with a model grading early warning system. The model grading early warning system sends the warning information to a model developer through a mail or a short message and the like, and the model developer optimizes or offline the model according to the information of the model early warning system, so that intelligent real-time monitoring of the model is realized, and the labor cost and the time cost are reduced.

Description

technical field [0001] The invention belongs to the field of artificial intelligence monitoring, in particular to a quasi-real-time computing model monitoring system. Background technique [0002] The so-called financial model is to classify, organize and link various information of the enterprise according to the main line of value creation, so as to complete the analysis, prediction and evaluation of the financial performance of the enterprise. In actual operation, the financial model can be completed with the help of Excel office software or professional financial model software. [0003] The traditional method is implemented through offline codes. When adding an iterative model, the corresponding codes need to be modified, and manual management and operation are required, which requires a certain amount of labor and time costs. At the same time, the timeliness of model monitoring cannot be guaranteed. Based on this, this paper proposes a model intelligent monitoring sc...

AI Technical Summary

Problems solved by technology

[0004] Aiming at the problem that the timeliness of model monitoring cannot be guaranteed in the prior art, and the monitoring of the model requires a certain amount of manpower and time, the present invention provides a model monitoring system with quasi-real-time calculation. Real-time monitoring, and real-time early warning model developers to iteratively upgrade or offline the model

Images