A flurry of Johnson's famous friends flocked to Instagram to send their well-wishes to the newly married couple.
Superstar singer Nick Jonas wrote: "Congrats brother!"
While Brooklyn Nine-Nine star Terry Crews commented: "CONGRATULATIONS🔥🔥🔥✊🏾💥💥💥💥💥💥💥🔥🔥🔥🔥🔥🔥"
The Rock, 47, met his music producer/singer bride, 36, in 2006 while Johnson was filming family-friendly flick, The Game Plan.
The pair share two daughters together, Jasmine, three, and Tiana, 16 months.