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18722987. Federated Learning Process (Telefonaktiebolaget LM Ericsson (publ))

From WikiPatents


Federated Learning Process

Organization Name

Telefonaktiebolaget LM Ericsson (publ)

Inventor(s)

Ferhat Karakoc of Istanbul TR

Elif Ustundag Soykan of Stcokholm SE

Leyli Karacay of Istanbul Ümraniye TR

Pinar Comak De Cnudde of Berlare BE

Ramin Fuladi of Istanbul TR

[[:Category:Utku G�len of Kadiköy TR|Utku G�len of Kadiköy TR]][[Category:Utku G�len of Kadiköy TR]]

Federated Learning Process

This abstract first appeared for US patent application 18722987 titled 'Federated Learning Process

Original Abstract Submitted

According to a first aspect there is a method performed by a detector node in a communications network, wherein the detector node is for monitoring messages sent between a first client node, a second client node and a Federated Learning, FL, server, as part of a FL process wherein, as part of the FL process, the first client node sends a local model update to the second client node for forwarding to the FL server. The method comprising: receiving first information relating to the local model update sent from the first client node to the second client node; receiving second information relating to the local model update as received or forwarded by the second client node; and comparing the first information to the second information to determine whether the second client node correctly received or forwarded the first information relating to the local model.

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