公开(公告)号：WO2022098216A1

公开(公告)日：2022-05-12

申请号：PCT/KR2021/095042

申请日：2021-05-20

Applicant: SAMSUNG ELECTRONICS CO., LTD.

Inventor： KASAL, Srinivas H ,  SRIVASTAVA, Prashant ,  SINHA, Sujit Kumar

IPC: H04N21/462 ,  H04N21/466 ,  H04N21/458 ,  G06N20/00

Abstract: A method in a networking environment to generate personalized data-streaming for a multimedia playback device is provided. The method includes deploying an ABR based data-streaming logic as a base-model at a multimedia playback device, obtaining parameters for a time duration based on a multimedia-playback at the multimedia playback device, obtaining a statistical mean for the parameters based on a first statistical analysis, identifying a parameter from the parameters by comparing the obtained mean against a threshold weight associated with the parameters in accordance with the base model, scaling the identified parameter in a predefined format as training, applying a second statistical analysis to the identified parameter of the playback device and another playback device for determining a covariance between both devices and determining a category of the playback device based on the covariance and deploying a version of the trained base model upon the playback device based on the category.