The present invention concerns a method for allocating at least one resource to a plurality of resource consumers in a cloud computing environment. The method comprises the steps of defining a maximum resource consumption for each of the plurality of resource consumers; measuring a current resource consumption of each of the plurality of resource consumers; calculating based on the maximum resource consumptions and the current resource consumptions an unutilized amount of the at least one resource; and allocating at least a portion of the unutilized amount of the at least one resource to the plurality of resource consumers.