We were using maven release plug-in along with SVN since last couple of years and every thing was fine. Recently we moved to Git and it broke our maven release process, We did Google for this and found couple of plug-ins but there is no straight forward solution available for the same.

Solution

After couple of days struggle, I found a solution for this problem, and writing this blog thinking that this can help some one else as well.
Plugin & Configurations
We need to run following commands sequentially
This will ask you couple of configuration like tag name, Git credential is connection and developer connection urls are HTTPS.