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US Patent 10558579 System and method for adaptive cache

Patent 10558579 was granted and assigned to Nutanix on February, 2020 by the United States Patent and Trademark Office.

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Contents

Patent abstractTimelineTable: Further ResourcesReferences
Is a
Patent
Patent

Patent attributes

Patent Applicant
Nutanix
Nutanix
Current Assignee
Nutanix
Nutanix
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
10558579
Date of Patent
February 11, 2020
Patent Application Number
16107267
Date Filed
August 21, 2018
Patent Citations
‌
US Patent 10225365 Machine learning based content delivery
Patent Citations Received
‌
US Patent 11436524 Hosting machine learning models
‌
US Patent 11562288 Pre-warming scheme to load machine learning models
‌
US Patent 11341062 System-on-chip and acceleration method for system memory accessing
Patent Primary Examiner
‌
Ryan Bertram
Patent abstract

The system can include a cache and cluster manager. The cache can store a plurality clusters, each of a plurality of clusters including a plurality of cache entries, each of the plurality of cache entries including a plurality of first metadata feature values. The cluster manager can assign a first cache entry corresponding to a data record located in memory to a first cluster based on determining a lowest distance. The lowest distance is determined by operations. The operations can include calculating a plurality of intra cluster feature means. The operations can include receiving a plurality of second metadata feature values of the first cache entry. The operations can include calculating a plurality of distances based on the plurality of intra cluster feature means and the plurality of second metadata feature values. The operations can include determining the first entry having a lowest distance of the plurality of distances.

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