Federation and Confederation

I have been following the discussions on “ Federation and Confederation “of the EPDJ led by the self-appointed Eritrean president and its followers in diaspora Eritrea. Before dwelling to the why and how would like what these two methods or systems mean, and the organizing principles and institutions.