Performance modelling can require substantial effort when creating and maintaining performance
models for software systems that are based on existing software. Therefore this thesis
addresses the challenge of performance prediction in such scenarios. It proposes a novel
goal-oriented method for experimental measurement-based performance modelling. We validated
the approach in a number of case studies including standard industry benchmarks as well as a
real development scenario at SAP.