A method of converting an original application into a cloud-hosted application includes splitting the original application into a plurality of application components along security relevant boundaries, mapping the application components to hosting infrastructure boundaries, and using a mechanism to enforce a privacy policy of a user. The mapping may include assigning each application component to a distinct virtual machine, which acts as a container for its assigned component.