The selection of parameters for LWE-based schemes becomes an important problem as lattice-based cryptography attracts increasing attention. We consider the state-of-the-art scheme Brakerski-Gentry-Vaikuntanathan (BGV) and provide the optimal choice of its parameters in the context of minimizing the communication overhead. We also give a closed formula to estimate the security level of the scheme in terms of the parameters.