This article focus on the problems during the performance degradation of SaaS software, this paper puts forward a cloud computing environment resource monitoring and optimal operation platform, with CPN performance simulation analysis, based on particle swarm optimization (pso) algorithm, keep excellent particle technology and tabu search technology to the cloud resource scheduling and optimization, the industrialization is of the good application value.