As a kind of real-time systems, distributed real-time system has been used widely and attracted much attentions. There are many schemes on distributed real-time systems task scheduling. The article has carried on the synthetic evaluation in some scheduling algorithms, such as static scheduling algorithms, dynamic scheduling algorithms, predicting scheduling algorithms, fault -tolerant scheduling algorithms and reflex dynamic scheduling algorithms.