A method, system and non-transitory computer readable instructions for update optimization comprising, receiving application metadata wherein the application metadata includes a likelihood of future data change metric for one or more regions of application data. Determining from the application metadata which regions of the application data have a high likelihood of data change and generating variable data chunk boundaries based on the regions of the application data that have the high likelihood of data change.