MUMBAI, India, July 31 -- Intellectual Property India has published a patent application (202541005582 A) filed by Samsung Electronics Co. , Ltd on January 23, 2025, for “machine Learning Training Client Selection”.
Inventors include Ashutosh Kaushik; and Deepanshu Gautam.
The application for the patent was published on July 24, 2026, under issue no. 30/2026.
Abstract: The present invention discloses a method and system for machine learning training client selection. The method includes receiving by a FL server (100) a ML training request message for training the ML model using FL from an MnS consumer device (200). The ML training request message includes an FL client selection criteria for selecting FL clients (300) for training the ML model. The FL client selection criteria include a renewable source availability attribute, a renewable source type attribute, a renewable energy information attribute, a carbon emission information attribute, and/or an FL client redundancy attribute. Further, the method includes sending by the FL server (100) a response message to the MnS consumer device (200) indicating creation of a model object instance (MOI). Furthermore, the method includes selecting by the FL server (100) a set of FL clients (300) based on the FL client selection criteria for training the ML model.
Disclaimer: Curated by HT Syndication.
