The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Oct. 17, 2017
Filed:
Apr. 22, 2016
Facebook, Inc., Menlo Park, CA (US);
Eitan Frachtenberg, Palo Alto, CA (US);
Facebook, Inc., Menlo Park, CA (US);
Abstract
Systems and methods for predictive cache replacement policies are provided. In particular, some embodiments dynamically capture and predict access patterns of data to determine which data should be evicted from the cache. A novel tree data structure can be dynamically built that allows for immediate use in the identification of developing patterns and the eviction determination. In some cases, the data can be dynamically organized into histograms, strings, and other representations allowing traditional analysis techniques to be applied. Data organized into histogram-like structures can also be converted into strings allowing for well-known string pattern recognition analysis. The pattern recognition and prediction techniques disclosed also have applications outside of caching.