Cherry / plum trees with disease. Can i save them?

That’s a lot of gumming. I would agree with Mamuang that it is probably canker although gumming can be caused by other things. If I were you I would think about cutting the cankers out during a dry period in the Summer.

Here is two links on canker including some advice on how to deal with it.

A link on gumming