IoT applications perceive and interact with the environment via smart devices and cloud
services. When operating such applications one is faced with the challenge of configuring the
smart devices and the cloud services in a manner which achieves a high data quality at low
operational costs. This work supports IoT operators with IoT collection strategies and cost
optimization functions for data qualities which are influenced by the interplay of smart
device and cloud service configurations.