Investigators said the man's father heard a gate slam outside the home.
He found his son dead in his room in a detached garage.
Deputies said neighbors reported seeing someone running down the street.
No other information was made available about the killing.
Deputies asked that anyone with more information call detectives at (323) 890-5500.
City News Service contributed to this report.