The paper summarizes the main ideas and methods used in a software design of the real time diagnostic system for an advanced engines prototype test bed. The software architecture of the diagnostic systems is built on a top of the multiprocessor computer system which allows affectively performs various tasks. The SVM (support vector machine) algorithm is discussed from a point of view its real time implementation. The simulation results are presented and discussed.