The significant increase of digital video services has transformed the entertainment landscape. Currently, several providers, like copyright , are vying for consumer attention , leading to a fierce marketplace. Looking into the future, we anticipate a continued shift away from linear TV, with greater emphasis on personalized content . Furthermore ,