The rapid growth of online video services has revolutionized the media landscape. Currently, many 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 increasing emphasis on personalized content . Furthermore , the emergence