A memory system having a set of media, a set of resources, and a controller configured via firmware to use the set of resources in processing requests from a host system to store data in the media or retrieve data from the media. The memory system has a performance manager that identifies settings for allocations of the resources in the processing of the requests based on a user identified preference and optionally further based on operation statistics of the memory system.