Domonique Newburn, 31, was found dead inside her apartment on Aug. 20. The victim starred on an online show called "Hollywood Houseboys."
Police have identified 18-year-old Dantjier Powell as the murder suspect. Authorities believe Powell is on the run with his girlfriend, 25-year-old Jamie Cotton.
Powell's father, Lou Audry Powell, has sent a message to his son.
"I would like for my son to turn himself in because I feel that's the best thing to do so you could have a fair trial," said Powell.
The motive for the murder remains unclear.