It happened around 2:45 Saturday morning on the 6400 block of Glenmore Avenue.
Several residents noticed flames shooting up from the back of a home.
Arriving fire crews worked quickly to bring the blaze under control.
No one was injured but the family of four who lived there was left displaced. They are being assisted by the Red Cross.
Authorities are still investigating the cause but are considering the fire 'suspicious.'