— At system level, intensively analyzing the system application will produce a variety of useful characteristics and provide designers valuable exploration indications. In this paper, we present such an analysis approach based on the instrumentationbased profiling. The proposed approach analyzes complex system application and generates multi-metric and multi-entity characteristics. Experimental results show the applicability of the approach for efficient early design space exploration.