MUMBAI, India, Aug. 17 -- Intellectual Property India has published a patent application (202511007451 A) filed by Rakuten Symphony, Inc. on January 29, 2025, for Federated Learning Proxy Service In O-Ran To Enable Data Privacy Protection.
Inventors include Adharapurapu, Krishna Pramod; Bykampadi, Nagendra Shridhar; and Chintan Shah, Paromita.
The application for the patent was published on August 14, 2026, under issue no. 33/2026.
Abstract: Disclosed herein a method including receiving, from one or more service consumers, input data. The input data includes at least one of raw data, one or more Federated Learning (FL) parameters, a communication protocol, one or more communication parameters associated with the corresponding service consumer, and information associated with at least one model consumer endpoint. The method also includes generating, for each of the one or more service consumers, a partial Machine Learning (ML) model based on the corresponding one or more Federated Learning (FL) parameters using the received raw data. The method further includes transmitting, to the at least one model consumer endpoint, the generated partial ML model associated with each of the one or more service consumers based on the information associated with the at least one model consumer endpoint. The method further includes receiving, from the at least one model consumer endpoint, an aggregated model.
Disclaimer: Curated by HT Syndication.
