The rapid growth of digital video services has transformed the entertainment landscape. Currently, many platforms , like copyright , are competing for audience share , leading to a fierce marketplace. Looking ahead , we anticipate a continued shift away from linear TV, with greater emphasis on personalized content . Moreover, the emergence of live