Patent Document ID: 9996460
Application ID: 15147337
Patent Flag: 1

Claim One:
1. A method of managing a storage device by a host in communication with the storage device, the method comprising: setting, by the host, a first target value and a second target value of a plurality of target values respectively corresponding to a first operating parameter and a second operating parameter of a plurality of operating parameters of the storage device; loading, by the host, a first existing value and a second existing value of a plurality of existing values of the first operating parameter and the second operating parameter; processing, by the host, a machine learning algorithm using the first target value, the second target value, the first existing value and the second existing value to generate an adaptive schedule; adaptively scheduling, by the host, a background operation of the storage device based on the adaptive schedule as generated; generating, by the host, a control signal to control the storage device to execute the background operation based on the adaptive scheduling of the background operation; and transmitting, by the host, the control signal to the storage device.