The intimate wedding ceremony was attended by the couple's families and a few close friends, reported Billboard magazine.
"Steve married his longtime girlfriend in a small, private and intimate ceremony in Maui in front of their families," a rep for the DJ said.
Aoki, 38, and Cowling - who is an Australian model -- had been engaged since 2010.