MODEL TRAINING CONTROL METHOD BASED ON ASYNCHRONOUS FEDERATED LEARNING, ELECTRONIC DEVICE AND STORAGE MEDIUM

Disclosed is a model training control method based on asynchronous federated learning, an electronic device and a storage medium, relating to data processing technical field, and especially to technical fields such as edge computing and machine learning. The method includes: sending a first paramete...

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Bibliographische Detailangaben
Hauptverfasser: LIU, Ji, DOU, Dejing, TIAN, Hao, ZHOU, Ruipu
Format: Patent
Sprache:eng
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Beschreibung
Zusammenfassung:Disclosed is a model training control method based on asynchronous federated learning, an electronic device and a storage medium, relating to data processing technical field, and especially to technical fields such as edge computing and machine learning. The method includes: sending a first parameter of a first global model to a plurality of edge devices; receiving a second parameter of a second global model returned by a first edge device of plurality of edge devices, the second global model being a global model obtained after the first edge device trains the first global model according to a local data set; and sending a third parameter of a third global model to a second edge device of the plurality of edge devices in a case of the third global model is obtained based on aggregation of at least one second global model.