Abstract: The example embodiments are directed to a data rollup engine for use in software applications hosted by a cloud platform such as in an Internet of Things. As one example, the method includes receiving sensor data associated with at least one Internet of Things (IoT) asset, processing a data rollup engine on the sensor data to generate rolled-up sensor data having a granularity determined by a user, and executing one or more operations on the rolled-up sensor data to generate information associated with the at least one IoT asset. The rollup engine is not limited to a particular type of asset and enables substantial amounts of raw time series data to be rolled up and grouped based on properties thereof.