Model monitoring system and method for quasi real-time calculation
A model system and quasi-real-time technology, applied in the field of quasi-real-time computing model monitoring system, can solve the problems of inability to guarantee the timeliness of model monitoring, labor costs and time costs, to ensure the accuracy of calculation logic, reduce calculation complexity, and logic clear effect
Pending Publication Date: 2021-07-23
SICHUAN XW BANK CO LTD
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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.
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