In this paper, the authors introduce a monitoring and profiling tool which is used in a high performance Fortran (HPF) compilation system. A brief overview of the HPF compilation system is given first, then the importance and main tasks of performance analysis are discussed, the method of performance profiling and monitoring and the method of performance data collecting are given in detail. The paper is concluded with a description of the tool’s role in the HPF compilation system.