  In this article, we investigate the bound of the valency of the Cayley graphs
of the generalized quaternion groups which guarantees to be Ramanujan. As is
the cases of the cyclic and dihedral groups in our previous studies, we show
that the determination of the bound in a special setting is related to the
classical Hardy-Littlewood conjecture for primes represented by a quadratic
polynomial.
