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US 2025/0165173 A1Published application
Predicting Write Lifetimes For Data Using Machine Learning
AssigneePure Storage, Inc.
InventorsALEXANDER CHERNYAK, RILEY THOMASSON, ETHAN MILLER, JOHN COLGROVE
Life of this patent
Estimating the term…
Abstract
Predicting write lifetimes for data using machine learning, including: receiving a write operation to write data to a storage device of a storage system; determining, using a trained model, an estimated write lifetime for the data; and writing the data to a memory location of the storage device based on the estimated write lifetime for the data.
Claims20
A method, comprising:
- receiving a write operation to write data to a storage device of a storage system;
- determining, using a trained model, an estimated write lifetime for the data;
- and
- writing the data to a memory location of the storage device based on the estimated write lifetime for the data.
1 more element
A system comprising:
- a memory;
- and
- a processing device, operatively coupled to the memory, the processing device configured to:
- receive a write operation to write data to a storage device of a storage system;
- determine, using a trained model, an estimated write lifetime for the data;
- and
- write the data to a memory location of the storage device based on the estimated write lifetime for the data.
4 more elements
A non-transitory computer readable storage medium storing instructions which, when executed, cause a processing device to:
- receive a write operation to write data to a storage device of a storage system;
- determine, using a trained model, an estimated write lifetime for the data;
- and
- write the data to a memory location of the storage device based on the estimated write lifetime for the data.
1 more element
Dependencies are inferred from the claim text.