公开(公告)号：US12177282B2

公开(公告)日：2024-12-24

申请号：US17955444

申请日：2022-09-28

Applicant: Samsung Electronics Co., Ltd.

Inventor： Luckraj Shrawan Kumar ,  Gopinath Chennakeswaran ,  Renuka Varry ,  Divyanshu Chuchra ,  Umang Bhatia ,  Utkarsh Mohan ,  Aalok Kumar Gupta

IPC: H04L65/756 ,  H04L65/75

Abstract: An example method includes for enhancing video streaming includes inputting a client-side environment parameter to a client-side neural network (NN) implemented in a client device and then training the client-side NN based on the inputted client-side environment parameter. Thereafter, a client-side encoding bit rate is determined based on a result of the training of the client-side NN and then transmitting the determined client-side encoding bit rate as an input to a server-side neural network (NN) implemented in a server device. The method further includes training the server-side NN based on the inputted client-side encoding bit rate and a server-side environment parameter. Then, a server-side encoding bit rate is determined based on a result of the training of the server-side NN and thereafter, an encoding bit rate of an encoder for the video stream is adjusted based on the determination of the server-side encoding bit rate, and the server-side environment parameter.