An embodiment method includes triggering, by a service orchestrator, creation of one or more container instances for a first service cluster. The method further includes creating, by a container manager, the one or more container instances and mapping the one or more container instances of the first service cluster to one or more first virtual machines belonging to a first virtual machine server group in accordance with a platform profile of the first virtual machine server group and the first service provided by the first service cluster. The method further includes mapping, by a virtual machine manager, the one or more first virtual machines to one or more first host virtual machines of a cloud network in accordance with the platform profile of the first virtual machine server group.