Time delay data adjustment method and device, electronic equipment and storage medium

Abstract

The present application provides a delay data adjustment method and device, electronic equipment and a storage medium, wherein the method includes: acquiring multiple network delays corresponding to training parameters of multiple participants within a first preset time , where the training parameter is the parameter of the training data aggregation model of the participant; if there is a first difference greater than the first delay threshold among the multiple differences, determine the number of participants to be iterated corresponding to the network delay The number of times, wherein, each of the multiple differences is the difference between two network delays in multiple network delays; according to the number of iterations to be performed, determine the number of times for multiple participants to transmit training parameters to the data aggregation model Latency time. Through the present application, the problem of low training efficiency of the federated learning data aggregation model existing in the related art is solved.

Description

technical field [0001] The present application relates to the field of data processing, and in particular to a method and device for adjusting delay data, electronic equipment and a storage medium. Background technique [0002] The development of artificial intelligence relies on a large amount of high-quality data. In enterprises, except for a few large-scale enterprises with large amounts of data, more small and medium-sized enterprises have insufficient data volume and poor data quality, which are not enough to support the development of artificial intelligence technology. development and implementation. In order to seek greater benefits, multiple companies or institutions will integrate multi-party data in the form of data trading or cooperation, so as to train artificial intelligence models with better effects. [0003] However, due to the proposal of various data security bills, these small and medium-sized enterprises cannot directly seek cooperation with the outside...

AI Technical Summary

Problems solved by technology

[0005] The present application provides a delay data adjustment method and device, electronic equipment, and storage media to at least solve the problem of low training efficiency of federated learning data aggregation models in the related art

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