Embodiments of the present invention address deficiencies of the art in respect to time stamp based data synchronization and provide a method, system and computer program product for scalable, ranging time stamp based data synchronization. In an embodiment of the invention, a ranging time stamp synchronization method can include computing a time range for a specified time, and producing time stamp synchronization anchors using the time range for each of the anchors. Optionally, a drift value can be computed for the time range and the computing and producing steps can be repeated when the drift value exceeds a threshold. Finally, the anchors can be used to determine whether to update data items in a remote data source in the remote host computing platform with data items from a primary data source in the primary host computing platform.