Fault prediction method and related equipment

• Main Author: ZHOU YAXIONG
• Format: Patent
• Language: Chinese; English
• Published: 18.10.2022
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS

The embodiment of the invention discloses a fault prediction method. The method can be applied to devices such as a solid state storage hard disk SSD, a universal flash storage UFS and an embedded storage eMMC, and the method can be executed by an end device or a cloud device and can also be executed by components (such as a processor, a chip or a chip system) of the end device or the cloud device. The method comprises the following steps: acquiring to-be-predicted information, wherein the to-be-predicted information comprises self-monitoring, analysis and reporting technology (SMART) information of the flash memory equipment and operation information of the flash memory equipment; inputting to-be-predicted information into the trained fault prediction network for fault prediction to obtain a fault prediction result of the flash memory device; and executing a protection strategy corresponding to the fault prediction result. The fault condition of the flash memory device can be predicted, and the corresponding