Using of intermediate information storage devices is an important mean to increase the reliability and effectiveness of information system operation. In this paper the semi-Markov model of a single-stream information system with intermediate information storage devices is built. With the aid of phase merging algorithm the stationary characteristics of system operation are approximately found. The analysis of storage devices capacity influence into system characteristics is carried out.