Systems of Internet of Things are relatively complex to design and maintain. Different parameters affect their performance and outcome. A four-layer architecture is used to analyze the different parameters of an IoT system. In each layer a detailed description of the important factors that have an impact on the design is presented. Guidelines for better performance are proposed.