公开(公告)号：US12159036B2

公开(公告)日：2024-12-03

申请号：US17590167

申请日：2022-02-01

Applicant: HUAWEI TECHNOLOGIES CO., LTD.

Inventor： Peng Lu ,  Jinhu Liu ,  Xiaodong Du

IPC: G06F3/06 ,  G06F18/214

Abstract: This disclosure provides an access request processing method, a storage device, and a storage system. In embodiments of this disclosure, a first storage device receives an artificial intelligence (AI) model from a second storage device, wherein the AI model is obtained by the second storage device through training based on historical input output (IO) requests in historical running processes. The first storage device obtains a prediction result of the AI model based on an access request received by the first storage device.

公开(公告)号：US12135648B2

公开(公告)日：2024-11-05

申请号：US17951424

申请日：2022-09-23

Applicant: HUAWEI TECHNOLOGIES CO., LTD.

Inventor： Peng Lu ,  Jinhu Liu

IPC: G06F12/08 ,  G06F12/0862 ,  G06N5/04

Abstract: A data prefetching method and apparatus, and related storage device are provided. Data samples are collected. An AI chip trains the data samples to obtain a prefetching model. The AI chip then sends the prefetching model to a processor. The processor reads to-be-read data into a cache based on the prefetching model to reduce the computing burden of the processor.