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US Patent 11263101 Decision model generation for allocating memory control methods

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Is a
Patent
Patent

Patent attributes

Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
11263101
Patent Inventor Names
Yusuke Shirota0
Mayuko Koezuka0
Tatsunori Kanai0
Date of Patent
March 1, 2022
Patent Application Number
16117339
Date Filed
August 30, 2018
Patent Citations
‌
US Patent 10417141 Method and apparatus for hardware management of multiple memory pools
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US Patent 10545793 Thread scheduling using processing engine information
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US Patent 10579494 Methods and systems for machine-learning-based resource prediction for resource allocation and anomaly detection
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US Patent 10593380 Performance monitoring for storage-class memory
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US Patent 10782908 Predictive data orchestration in multi-tier memory systems
0
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US Patent 10599349 Method and apparatus of dynamic parallelism for controlling power consumption of SSDs
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US Patent 11061814 Managing data storage caching and tiering
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US Patent 10222984 Managing multi-granularity flash translation layers in solid state drives
0
...
Patent Primary Examiner
‌
Jay Hann
Patent abstract

A model generation apparatus according to an embodiment includes a processor circuit. The processor circuit is configured to: divide time-series data of operation information in a time direction to generate a plurality of segments; allocate any one memory control method of a plurality of memory control methods to each of the plurality of segments; estimate, for each of the plurality of segments, execution performance of memory access that is obtainable in a case where an information processing apparatus executes processing of a corresponding segment by an allocated memory control method; select a plurality of training segments from among the plurality of segments; and generate a decision model based on the selected plurality of training segments.

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