Provided are a method, system, and an article of manufacture, wherein resources corresponding to at least one copy pool are acquired, and wherein the at least one copy pool has been defined for a first primary storage pool of a storage hierarchy. The acquired resources are retained, in response to determining that data cannot be written to the first primary storage pool. The data is written to the at least one copy pool, in response to writing the data to a second primary storage pool of the storage hierarchy.