There is provided a method of scheduling requests from a plurality of services to at least one data storage resource. The method comprises receiving, on a computer system, service requests from said plurality of services. The service requests comprise metadata specifying a service ID and a data size of payload data associated with said service request, and at least some of said service IDs have service throughput metadata specifying a required service throughput associated therewith. The method further includes arranging, in a computer system, said requests into FIFO throttled queues based on said service ID and then setting a deadline for processing of a request in a throttled queue. The deadline is selected in dependence upon the size of the request and the required service throughput associated therewith. Then, the deadline of each throttled queue is monitored and, if a request in a throttled queue has reached or exceeded the deadline the request is processed in a data storage resource.