1. A method of managing data analysis applications in a computing environment, said method comprising: obtaining, by a processor of the computing environment, current utility of a data analysis application, said data analysis application comprising a model building component and a stream processing component; and automatically adjusting, by the processor, at least one of allocation of resources for the model building component or a configuration of the model building component to increase the current utility of the data analysis application.