In this talk, we will introduce Hodge theory and higher order Dirichlet-to-Neumann map on graphs which is a higher order extension of Hua-Huang-Wang's theory for functions on graphs and a discrete version of Raulot-Savo's theory for differential forms on Riemannian manifolds. Some upper estimates of eigenvalues for the higher order DtN maps introduced will be also discussed.