A method, system, and computer-readable storage medium for using a distributed computing system are disclosed. For example, one method involves receiving one or more parameters. The one or more parameters indicate one or more operations. The method also involves selecting one or more computing resources from computing resources. This selecting is based on the parameter(s). An application is configured to be executed using the computing resource(s). The method also involves generating a workflow. The workflow indicates that the application is to be executed using the computing resource(s). The workflow indicates that the application performs the operation(s). The method also involves communicating at least a part of the workflow to one or more nodes, where the node(s) include the computing resource(s).