In this paper, the performance of all-optical network with non-stationary arrival rate is investigated. To analyse the transient behaviour of all-optical network, a model of two-phase queuing system with common buffer is used. The analytical method of probability translation matrix is used for the study of performance metrics of the system. Analytical expressions for the probability of losses, throughput, and transient time are obtained. The results of numerical calculations are presented.