Both movies talk about the same family, it just "Time To Love" is about the 4th and 14th prince, while "The Palace" focus on 13th prince relationships.
They are both about the same story. Scarlet heart is the drama that is more intense. A time to love is the movie and is a lot more light hearted. Both are tearjerkers though.