Embodiments of the invention provide methods and apparatus for controlling data volume creation at the storage system. In one embodiment, a storage system comprises a processor; a memory; and a plurality of chunks that are to be allocated to data volumes, each chunk having one or more data blocks. The plurality of chunks include zero or more used chunks which are allocated to one or more data volumes, and zero or more remaining chunks which are not used chunks. A new data volume creation operation to create a new data volume is prohibited or warned against before the new data volume is created, in accordance with a total number of the remaining chunks in the storage system. The remaining chunks may further include reserved chunks which are reserved for use in one or more data volumes but have not been allocated.