Prioritized rate scheduler for a storage system

A storage system may include a set of storage devices; a controller; and a management device. The controller may arbitrate among operations for execution by the set of storage devices, where the operations are received from users that are associated with priority levels. The controller may maintain queues, corresponding to the users, to queue operations from the users. The controller may additionally include a scoring component and a scheduler. The scoring component may maintain a score for each queue. The scheduler may choose, from the queues and based on the score of each queue, one of the operations to service. The management device may receive usage updates, from the controller, reflecting usage of the set of storage devices; calculate a maximum allowed usage levels, based on the received usage updates, for each user; and transmit the calculated maximum usage levels to the controller.