Model training method and device, data storage method and device and electronic equipment

Abstract

The embodiment of the invention provides a model training method and device, a data storage method and device and electronic equipment. The method comprises the steps of obtaining operation data and data attributes in the historical data storage process of a sample user, wherein the sample user has a preference label, and the preference label is used for indicating the actual preference of the sample user to the file storage system type; extracting attribute features of the sample user operation historical storage data from the operation data and the data attributes; inputting the attribute features into a to-be-trained model for classification prediction to obtain prediction preference tags of the sample users; and calculating loss of the to-be-trained model according to the preference tag and the predicted preference tag, and adjusting parameters of the to-be-trained model according to the loss. According to the embodiment of the invention, the trained model can be utilized to distribute the file storage system which better meets the requirements for the user, so that more refined data storage service can be provided for the user.

Description

technical field [0001] The present invention relates to the technical field of data processing, in particular to a model training method, data storage method, device and electronic equipment. Background technique [0002] File storage is a distributed file system that can provide various client users with highly available, highly reliable, and easy-to-expand file storage functions. Client users can mount the file storage locally for use, and can access the data in the file storage in the same way as operating local files during use. File storage can take into account the access of multiple applications and client users, and provide data sharing functions for multiple users. [0003] In practical applications, due to the uncertainty of client user requirements, it is impossible to prepare file storage corresponding to the requirements of different client users in advance. In the prior art, a common file storage is used to provide corresponding file storage functions for dif...

AI Technical Summary

Problems solved by technology

However, due to the differences in the needs of client users, this general-purpose file storage cannot provide users with more refined data storage services

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