A Hierarchical Model to Evaluate Quality of Experience of Online Services Hosted by Cloud Computing
As online service providers utilize cloud computing to host their services, they are challenged by evaluating the quality of experience and designing redirection strategies in this complicated environment. The authors propose a hierarchical modeling approach that can easily combine all components of this environment. Identifying interactions among the components is the key to construct such models. In this particular environment, they first construct four sub-models: an outbound bandwidth model, a cloud computing availability model, a latency model and a cloud computing response time model. Then, they use a redirection strategy graph to glue them together. They also introduce an all-in-one barometer to ease the evaluation.