An engine in a virtualization system may determine that a disk size of a disk represented by a virtual machine disk image is to be changed. In response, the engine determines whether a host is using the virtual machine disk image to run a virtual machine and also determines a file format of the virtual machine disk image. Based on the determination, the engine sends a request to change the disk size to a requested size to the host running the virtual machine or to a storage pool manager.