Report #: TR-97-189 (CESDIS, NASA/GSFC) Title: Analytical Modeling of Robotic Tape Libraries Using Stochastic Automata Author: Tugrul Dayar, Odysseas Pentakalos and Brooke Stephens Date: January 1997 This paper presents results of preliminary work concerning the analytical modeling of a robotic tape library using stochastic automata. This model is a first approximation which we use to test the efficiency and accuracy of stochastic automata networks as a modeling tool. The effects of interactive get and put requests, migration, and purging at online and nearline layers of a tertiary storage device are investigated. The discussion in this paper sheds further light to the merits and limitations of stochastic automata networks as a modeling methodology for evaluating the performance of complex real life applications.