MUMBAI, India, Aug. 12 -- Intellectual Property India has published a patent application (202541010122 A) filed by Samsung Electronics Co. , Ltd. on February 06, 2025, for Machine Learning Models Cluster Training In A Telecommunication Network.
Inventors include Ashutosh Kaushik; Deepanshu Gautam; and Narendranath Durga Tangudu.
The application for the patent was published on August 07, 2026, under issue no. 32/2026.
Abstract: ABSTRACT “MACHINE LEARNING MODELS CLUSTER TRAINING IN A TELECOMMUNICATION NETWORK” The present invention relates to a method and system for training Machine Learning (ML) models cluster in a telecommunication network. The method includes receiving by a Management Services (MnS) producer in a ML training function server (100) a ML training request message for clustering and training the ML models from a MnS consumer device (200), where the ML training request message includes a clustering criteria in order to decide which all ML models with multiple contexts belonging to the MnS producer can be clustered together for training. further, the method includes sending by the MnS producer in the ML training function server (100) a response message to the MnS consumer device (200) indicating creation of a model object instance (MOI) and selecting a set of ML models from a multiple of ML models that can be trained together by the ML training function server (100) based on the clustering criteria.
Disclaimer: Curated by HT Syndication.
