US Patent Application 17824749. LIFESPAN FORECASTING OF MEMORY DEVICES AND PREDICTIVE DEVICE HEALTH MANAGEMENT simplified abstract

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LIFESPAN FORECASTING OF MEMORY DEVICES AND PREDICTIVE DEVICE HEALTH MANAGEMENT

Organization Name

Micron Technology, Inc.

Inventor(s)

Manjunath Chandrashekaraiah of Folsom CA (US)

LIFESPAN FORECASTING OF MEMORY DEVICES AND PREDICTIVE DEVICE HEALTH MANAGEMENT - A simplified explanation of the abstract

This abstract first appeared for US patent application 17824749 titled 'LIFESPAN FORECASTING OF MEMORY DEVICES AND PREDICTIVE DEVICE HEALTH MANAGEMENT

Simplified Explanation

The abstract describes a method, apparatus, and system for managing the health of a memory device.

  • The device health manager identifies a memory device with a service life.
  • The device health manager receives multiple requests to perform computing operations.
  • The device health manager uses a machine learning model to predict an adjustment of the memory device's service life based on health data.
  • The device health manager generates a notification that includes the adjustment of the service life.


Original Abstract Submitted

Exemplary methods, apparatuses, and systems including a device health manager for managing health of a memory device. The device health manager identifies a memory device having a service life. The device health manager receives multiple requests to perform one or more computing operations. The device health manager predicts, using a machine learning model, an adjustment of the service life of the memory device using the health data. The device health manager generates a notification including the adjustment of the service life.