Cloud systems refer to the collection of interconnected servers that are provisioned dynamically on demand, for execution of applications, to the customer like electricity grid. Cloud computing has gained great attention from industry but there are still many issues that are in their primitive stage which is hampering the growth of Cloud. One of the issues is security of data stored in the servers of datacenters of Cloud service providers. Many schemes have been developed till date for ensuring security of data in Distributed Systems. These schemes have been studied, analyzed and new method has been proposed which infix the parameters of security like recovery of data, confidentiality of data and integrity of data such that it ensure security of data stored in the servers of Cloud systems. The proposed scheme is based on two methods – Information Dispersal Algorithm and Fingerprinting. Information dispersal algorithm helps in maintaining confidentiality and integrity of data and Fingerprinting helps in recovery of data. Here Cloudsim simulation tool is used for simulation. CloudSim is an extensible simulation toolkit that enables modeling and simulation of Cloud computing systems and application provisioning environments.