Hard red bumps on back of tongue and It don't look V-shaped. It look like a cluster of bumps.

Normal finding. Bumps on the back or inside of tongue are normal findings. Unless you are having some symptoms, like swelling or tingling etc. I would not worry too much, except to point this out to your physician at your next physical check up.