A solution for scheduling execution of jobs in a data processing system is disclosed. One method for implementing such a solution may start by providing a scheduling structure for scheduling the execution of jobs. Such a scheduling structure may include a workflow plan defining a flow of execution for planned jobs and/or a workflow model defining static policies for execution of modeled jobs. A set of rules for updating the scheduling structure is provided. The method may continue by updating the scheduling structure according to the rules, such as by adding or removing jobs for rules evaluated to be true. The execution of the jobs may then be scheduled according to the updated scheduling structure. A corresponding system and computer program product are also disclosed.