Almost surely asymptotic stability of the trivial solution of linear stochastic system with time-varying delays is discussed,and is extended to the nonlinear stochastic large-scale system with time-varying delays.then,an algebraic criterion of the almost surely asymptotic stability is established for the nonlinear stochastic large-scale system with time-varying delays.the feasibility and effectiveness of the main results are illustrated in this paper by a numerical example