A computing system and methods for memory management are presented. A memory or an I/O controller receives a write request where the data two be written is associated with an address. Hint information may be associated with the address and may relate to memory characteristics such as an historical, O/S direction, data priority, job priority, job importance, job category, memory type, I/O sender ID, latency, power, write cost, or read cost components. The memory controller may interrogate the hint information to determine where (e.g., what memory type or class) to store the associated data. Data is therefore efficiently stored within the system. The hint information may also be used to track post-write information and may be interrogated to determine if a data migration should occur and to which new memory type or class the data should be moved.