It is all about the perturbative expansion for the interaction amplitudes. These are expressed in Feynman diagrams of increasing order.
in calculating loop Feynman diagrams in QED one finds integrals which diverge Such apparent pathologies are dealt with by the process of renormalization. This procedure can be viewed in several ways. From one perspective it is a formal manipulation, part of the definition of the quantum field theory, which allows one to calculate finite, testable expectation values and scattering amplitudes. From a more physical perspective, one starts by noting that the key divergences come from the high energy limits of the momentum integration.
So concretely it is going to large momenta that loop feynman diagrams diverge. The paper describes the procedure of avoiding the problem, which is the whole project of the renormalization procedure in this case.