Methods and apparatus to perform process placement for distributed applications are disclosed. An example method comprises determining a mapping between a communication graph representative of communications of a distributed application and a topology graph representative of communication costs associated with a computing network, and executing the distributed application with the processes of the distributed application assigned to the processing entities of the computing network based upon the mapping.