The complexity of the immune system dwarfs the complexity of genomic data by several magnitudes. Yet, the rational design of vaccines must be able to wade through this complexity to make highly effective vaccines with little side effects. In this presentation made at the Functional Genomics and Bioinformatics meeting of the East African Workshop, I discuss how exactly computers may aid in the rational design of vaccines.