Disclosed are various embodiments for facilitating data synchronization in a utility computing environment. A data synchronization application can monitor source systems in such an environment and generate periodic change sets that correspond to data that has changed in the various source systems. Destination systems can subscribe to change sets and receive the appropriate change sets by monitoring flags that the data synchronization application can set. Various classes of change sets that correspond to data within a particular change set can also be generated.