Trying to accomplish a correct backup with the "tar" command

This ànswers the question about ‘*’ and ‘.’

Are you saving the .tar.gz file inside the same folder you are trying to archive.?

Maybe the same as above
Maybe the filesystem blocksize differs in ‘other machine’