The burgeoning expansion of online video services has revolutionized the media landscape. Currently, numerous providers, like copyright , are competing for consumer attention , leading to a intense marketplace. Looking into the future, we anticipate ongoing shift away from linear TV, with increasing emphasis on personalized content . Furthermore ,