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:
Feb. 04, 2025

Filed:

Oct. 22, 2021
Applicant:

Dell Products, L.p., Round Rock, TX (US);

Inventors:

Ofir Ezrielev, Be'er Sheva, IL;

Nadav Azaria, Be'er Sheva, IL;

Yonit Weiss, Lehavim, IL;

Assignee:

DELL PRODUCTS L.P., Round Rock, TX (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/50 (2006.01); G06F 11/34 (2006.01); G06F 16/25 (2019.01); G06F 16/28 (2019.01); G06F 18/214 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 11/3433 (2013.01); G06F 11/3419 (2013.01); G06F 16/256 (2019.01); G06F 16/285 (2019.01); G06F 18/214 (2023.01); G06N 20/00 (2019.01);
Abstract

A system can divide a database into a group of shards that are distributed among a group of data centers. The system can train a machine learning model on a group of labeled input data, wherein the group of labeled input data comprises respective requests to operate on the database, and wherein the respective requests are labeled with respective shards of the group of shards used to process the respective requests, and to produce a trained machine learning model. The system can, after training the machine learning model, receive a request. The system can process the request with the trained machine learning model to predict that a data center of the group of data centers will have a largest number of leader shards of the group of shards to process the request. The system can send the request to the first data center to be processed.


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