Pope Mark was the bishop of Rome from 18 January to his death on 7 October 336. Little is known of Mark's early life. According to the Liber Pontificalis, he was a Roman, and his father's name was Priscus. From Wikipedia
The observance reflects centuries of rosary devotion encouraged by St. Dominic.