1. A method, comprising: collecting performance data for an application in an application server that issues requests received from a client computer for composite transactions to a database server; creating an application log from the performance data; and building, based on the application log including the performance data, a model for capacity planning in a multi-tiered architecture for the application, wherein the model estimates processing costs to execute additional composite transactions from client computers.