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.

Date of Patent:
May. 17, 2022

Filed:

Jul. 22, 2019
Applicant:

Marvell World Trade Ltd., St. Michael, BB;

Inventors:

Konstantin Kudryavtsev, Sunnyvale, CA (US);

Mats Oberg, San Jose, CA (US);

Nedeljko Varnica, San Jose, CA (US);

Assignee:

MARVELL ASIA PTE, LTD., Singapore, SG;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/24 (2019.01); G06F 16/2457 (2019.01); G06N 20/00 (2019.01); G06F 16/28 (2019.01); G06F 16/22 (2019.01);
U.S. Cl.
CPC ...
G06F 16/24575 (2019.01); G06F 16/2272 (2019.01); G06F 16/284 (2019.01); G06N 20/00 (2019.01);
Abstract

The present disclosure describes apparatuses and methods for artificial intelligence-enabled search of a storage system. In some aspects, a metadata manager of a storage system receives a label of an object that an AI engine detects in data stored in the storage system. The metadata manager creates, in a relational section of a metadata database, an entry for the detected object with an identifier of the label of the detected object and an address of a node corresponding to the detected object. The metadata manager also creates, in a navigational portion of the metadata database and with the address of the detected object, the node that includes a reference to a relative node of another object and a weight of a relationship between the node and the relative node. By so doing, the metadata database may be searched based on weighted relationships between various nodes, thereby enabling contextual or implicit search of data in the storage system.


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