Temperature based optimization of data storage operations
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United States of America
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Jan 28, 2025
Grant Date -
Mar 11, 2021
app pub date -
Sep 5, 2019
filing date -
Sep 5, 2019
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Abstract
Systems, methods and apparatus of intelligent optimization of data storage operations based on operating temperature. For example, a data storage device includes: one or more storage media components; a controller; at least one temperature sensor configured to generate temperature measurements; and an artificial neural network configured to predict an operating parameter of an operation of the one or more storage media components at a temperature determined by the temperature sensor. The storage media component can use the operating parameter predicted by the artificial neural network in performing the operation, such as writing data into a memory unit or reading data from the memory unit. For example, the operating parameter can be a voltage for programming multiple bits into a memory cell, or reading data from a memory cell.
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