Integrating e-learning personalization systems in cloud computing environment is a relatively recent trend in technology enhanced learning. Cloud computing is a new model that allows users to access applications through Internet. It is characterized by several advantages such as reducing the cost of development, high availability of information, scalability and so on. In literature, several works have taken into consideration these advantages for applying this model in learning systems. However, very little research is available that focuses on selecting and assembling the best personalization parameters according to the teachers' preferences. This paper proposes a solution based on the cloud for the composition of personalization parameters with minimal cost. Through this solution, teachers can easily access these parameters from anywhere and anytime.