The attack occurred on Vanowen Street near Laurel Canyon Boulevard. Police said Manuel Garcia-Perez and his roommate were having an argument, which escalated into a fight. After the stabbing, police say Garcia-Perez ran off wearing only jeans.
He was arrested several hours later after police searched the area with helicopters and dogs.
The name of the 68-year-old victim has not yet been released.