Maintaining a plurality of software instances of a software program in a computing environment. An updating request is received for an updating process of the software instances from an old level to a new level. An attempt is made to update each software instance to the new level according to at least one updating policy. Responsive to a failure of the updating of each failed instance of the software instances, an exchanging instance is searched among the other software instances according to at least one searching policy, the exchanging instance being adapted to be exchanged with the failed instance for continuing the updating process according to at least one optimization criterion of the computing environment. The failed instance and the exchanging instance are exchanged in response to a positive result of the searching. The updating process corresponding to the failed instance is resumed.