A tool for executing performance-aware topology synthesis of a network, such as a network-on-chip (NoC). The tool is provided with network information. The tool uses the network information to automatically stabilizes data width and clock speed for each element in the network that meet the network's constraints and performance requirements. The tool is able to provide the performance-aware topology synthesis rapidly, while honoring the objectives and the network's constraints.