The Riesz transform has been well studied on classical Lebesgue, Morrey, Sobolev, Besov, Campanato, etc. spaces. But its discrete version has not been well studied. In this paper, we find a necessary condition and a sufficient condition for the summability of the discrete Riesz transform.