MUMBAI, India, July 24 -- Intellectual Property India has published a patent application (202541003518 A) filed by Samsung Electronics Co. , Ltd. on January 15, 2025, for Methods And Aggregator Node For Providing Personalized Content To Node.
Inventors include Rajesh Kumar Panda; Shashidhara R; Nikhil Sahni; Renju C Nair; Kartik Singh; and Mukesh Sahani.
The application for the patent was published on July 17, 2026, under issue no. 29/2026.
Abstract: ABSTRACT METHODS AND AGGREGATOR NODE FOR PROVIDING PERSONALIZED CONTENT TO NODE Embodiments herein disclose methods and systems for providing personalized content to at least one node. An adaptive consensus protocol that can dynamically adjust to the current state of the network and device capabilities. A random aggregator node 200 is selected for data aggregation based on at least one parameter using a dynamic node selection technique. The aggregator node 200 receive gradients of a data driven model trained on at least one of: at least one protected data and at least one public data from at least one participating node from the plurality of nodes. The aggregator node 200 aggregates gradients received from a plurality of participating nodes and share personalized aggregated gradients to the participating nodes. FIG. 6
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