The document proposes an Interactive Application Service (IAS) that uses cloud computing and social networking technologies to allow researchers to easily discover, share, and access applications from anywhere at any time. The IAS architecture includes a cloud infrastructure layer, IAS service layer, and social networking front-end layer. Users can run applications in the cloud through the social networking portal. The IAS has been implemented on the GeoChronos portal to enable earth observation scientists to share applications and data.