The fires broke out around 2:20 a.m. Friday in the Albany Park neighborhood in the 5000-block of N. Avers.
Minutes later, a garbage dumpster on the 4800-block of N. Keeler caught fire.
Chicago fire officials say that also appears suspicious and is part of the investigation by bomb and arson detectives.
No one was hurt.