Cloud computing has become the new face of computing and promises to offer virtually unlimited, cheap, readily available, "utility type" computing resources. Many vendors have entered this market with different offerings ranging from infrastructure-as-a-service such as Amazon, to fully functional platform services such as Google App Engine. However, as a result of this heterogeneity, deploying applications to a cloud and managing them needs to be done using vendor specific methods. This "lock in" is seen as a major hurdle in adopting cloud technologies to the enterprise. IBM Altocumulus, the cloud middleware platform from IBM Almaden Services Research, aims to solve this very issue of managing applications across multiple clouds. It provides a uniform, service oriented interface to deploy and manage applications in various clouds and also provides facilities to migrate instances across clouds using repeatable best practice patterns. In this demonstration we will present the latest version of the IBM Altocumulus platform and also reveal some of the latest additions on scaling and the ability to perform map-reduce type computations.