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:
Nov. 01, 2022
Filed:
Sep. 01, 2020
Applicant:
Vmware, Inc., Palo Alto, CA (US);
Inventors:
Ankit Dubey, Ara, IN;
Gurudutt Kumar Vyudayagiri Jagannath, Bangalore, IN;
Siddhant Gupta, Bangalore, IN;
Assignee:
VMWARE, INC., Palo Alto, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 12/0875 (2016.01); G06N 20/00 (2019.01); G06F 13/16 (2006.01); G06F 16/28 (2019.01);
U.S. Cl.
CPC ...
G06F 12/0875 (2013.01); G06F 13/1668 (2013.01); G06F 16/285 (2019.01); G06N 20/00 (2019.01); G06F 2212/604 (2013.01);
Abstract
Techniques are disclosed for dynamically managing a cache. Certain techniques include clustering I/O requests into a plurality of clusters by a machine-learning clustering algorithm that collects the I/O requests into clusters of similar I/O requests based on properties of the I/O requests. Further, certain techniques include identifying, for a received I/O request, a cluster stored in the cache. Certain techniques further include loading a set of blocks of the identified cluster into the cache.