The Map Projection Problem is to reduce the curved, closed, and bumpy two dimensional surface of the earth to a flat two dimensional surface
It is not, as erroneously suggested in many books, to reduce three dimensions to two dimensions. Map projections preserve the dimensionality.
There are many choices; these depend on the application.