In 1955 Erd??s posed the multiplication table problem: Given a large integer N, how many distinct products of the form ab with a???N and b???N are there? The order of magnitude of the above quantity was determined by Ford. The purpose of this thesis is to study generalizations of Erd??s's question in two different directions. The first one concerns the k-dimensional version of the multiplication table problem: for a fixed integer k???3 and a large parameter N, we establish the order of magnitude of the number of distinct products n_1...n_k with n_i???N for all 1???i???k. The second question we shall discuss is the restricted multiplication table problem. More precisely, for a set of integers B we seek estimates on the number of distinct...