The present invention provides means for effectively reducing the amount of data by means of de-duplication in a disk array apparatus having a data guarantee code. The user holds the handgrip which has a trigger connected to a source of thrust, such as an air cartridge. A probabilistic model is used to represent failures that can occur within each host in the environment.