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In the paper, we present a methodology developed in order to verify probabilistic temporal properties related to dependability of real-time systems. The methodology is made of three essential steps. The first one is a UML profile called DAMRTS (Dependability Analysis Models for Real-Time Systems) designed using GME tool. The aim is to model a real-time system with qualitative and quantitative information...