Cloud computing is a market-oriented computing paradigm with virtually unlimited scalable high performance computing resources. The High level middleware services for cloud computing and cloud workflow systems are research frontier for both cloud computing and workflow technologies. In this paper, the extension of Cloud management infrastructure with Service Level Agreement (SLA) aware application and motivating scenario for the development of the scheduling heuristic after which, the detail design and implementation of the heuristic are mentioned.