The cloud delivery model has been suggested as the panacea for complex as well as inflexible IT systems that can be ill afforded by small and large enterprises alike. However the lack of mature operational models for Application software as a Service (Asaas) meant that the cloud capabilities have not yet been developed and researched to a level that allows their exploitation to a full degree. In this paper we provide a survey for the cloud computing and suggest a novel framework where data is auto upload after a proper authentication and processing their task (gathering and sharing) in the cloud environment. Then we apply Chi-Square test, to test the hypothesis for correctness. Then we check the program capability under three parameters; first is F-measure (FM), second is odds ratio (OR) and third is power (PO). Based on the three parameters we can find the better application software as a service approach. Based on the above phenomena we can compare the cost and the time.