Provided are a method, system, and article of manufacture wherein a determination is made of a subset of all possible interoperable combinations of components of a computing system, wherein the components comprise selected elements of the computing system. One or more testing criteria are stored, wherein a testing criteria provides indications of characteristics of one or more of the components of the computing system. A selection is made of a number of interoperable combinations of the components from the subset of interoperable combinations of the components, based on the stored one or more testing criteria. The selected interoperable combinations are tested, wherein the selected interoperable combinations are fewer in number than the subset of interoperable combinations.