US 2026/0133716 A1 · SYSTEMS, METHODS, AND MEDIA FOR TUNING SOLID-STATE DRIVES

Abstract

Mechanisms, including systems, methods, and media, for tuning a solid-state drive (SSD) are provided, the mechanisms including: providing as an input to a first neural network (NN) current parameter settings (PSs) of the SSD; receiving as an output from the first NN at least one adjustment to the current PSs; based on the at least one adjustment, adjusting the current PSs of the SSD so that the SSD is using adjusted PSs; causing the SSD to execute a workload using the adjusted PSs; determining performance data of the SSD while executing the workload; determining a reward value based on the performance data; and back propagating the first NN based on the reward value.

Claims27

Dependent claims

A system for tuning a solid-state drive (SSD), comprising:

memory;
and
at least one hardware processor that is collectively configured to at least:
(a) provide as an input to a combination of a first neural network and a second neural network current parameter settings of the SSD;
(b) receive as an output from the combination of the first neural network and the second neural network at least one adjustment to the current parameter settings;
(c) based on the at least one adjustment, adjust the current parameter settings of the SSD so that the SSD is using adjusted parameter settings;
(d) cause the SSD to execute a workload using the adjusted parameter settings;
(e) determine performance data of the SSD while executing the workload;
(f) determine a reward value based on the performance data;
and
(g) back propagate the first neural network based on the reward value.

8 more elements

Dependencies are inferred from the claim text.

Systems, methods, and media for tuning solid-state drives

Life of this patent

Systems, methods, and media for tuning solid-state drives

Life of this patent

Abstract

Claims27