A computer-implemented method includes the following. A start time for a backup of data in a system is received. At the start time, a snapshot of the data in the system is captured. When an environment of the system is a database environment, the capturing includes setting a status of a database to backup mode and freezing data files in the database while permitting applications to run. When the environment of the system is a non-database environment, and when a file system type is general parallel file system (GPFS), the capturing includes caching new input/output operations to a cache and starting a timer (counter) for flushing the cache. At a specified time, the snapshot is copied to media, setting the status of the database to normal mode, and providing copying notifications to users.