Intellectual Property India Publishes Patent Application for 'Machine Learning Based Adaptive Selection Of An Application Layer Protocol' Filed by Samsung Electronics Co. Ltd.

MUMBAI, India, Aug. 8 -- Intellectual Property India has published a patent application (202441007260 A) filed by Samsung Electronics Co. Ltd., Gyeonggi, Republic of Korea, on Feb. 2, 2024, for 'machine learning based adaptive selection of an application layer protocol.'

Inventor(s) include Arun Padmanabh Bhagavath; Madhan Raj Kanagarathinam; Jayendra Reddy Kovvuri; Shubham Mittal; and Swaraj Kumar.

The application for the patent was published on Aug. 8, under issue no. 32/2025.

According to the abstract released by the Intellectual Property India: "Embodiments herein provide a method and system for ML-based adaptive selection of an application layer protocol. The method includes determining a current network environment based on a plurality of network evaluation parameters. The plurality of network evaluation parameters include equipment parameters, network parameters, and application parameters. Further, the method includes predicting an optimal application layer protocol of a plurality of application layer protocols for the current network environment of the electronic device (102) using at least one machine learning model. Further, the method includes enforcing the optimal application layer protocol by implementing an eBPF-based layer (306) between an application layer (202) and a kernel layer (308) of the electronic device (102). The eBPF-based layer (306) filters QUIC packets and allows packets that adhere to the predicted optimal application layer protocol."

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