1. A computer-implemented data management system having a physical media, comprising: a capture component that captures incremental change data associated with a data operation on data in a partition of a distributed database; a tracking component that creates tracking information associated with the data operation of the incremental change data; and a storage component that stores the incremental change data and associated tracking information in a table of the partition, the incremental change data being highly available.