Certified GKH Gardening Expert
It sounds like the rootstock has begun to assert itself on the tree. Typically you would want to remove the rootstock branches, but if you are enjoying the fruit, you can leave them.
As to the variety, it would be hard to say as there are several used for grafting. Here is a list of some typical rootstocks that are used for plums: