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. 11, 2025

Filed:

Jul. 08, 2021
Applicant:

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

Inventors:

Abhijit Mishra, Bangalore, IN;

Krishna Mohan Akkinapalli, Leander, TX (US);

Satish Ranjan Das, Round Rock, TX (US);

Bijan Kumar Mohanty, Austin, TX (US);

Hung Dinh, Austin, TX (US);

Saravanan Kannan, Bangalore, IN;

SivaMohan Nimmakayala, Bangalore, IN;

Assignee:

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

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 9/54 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 9/546 (2013.01); G06N 20/00 (2019.01);
Abstract

A method comprises collecting message-oriented-middleware system parameters from a plurality of message-oriented-middleware clusters, analyzing the parameters using one or more machine learning algorithms, and predicting, based at least in part on the analyzing, at least one anomaly in a message-oriented-middleware cluster of the plurality of message-oriented-middleware clusters. In the method, message metadata is collected from the message-oriented-middleware cluster, and at least part of the message metadata is transmitted to one or more remaining ones of the plurality of message-oriented-middleware clusters. At least the part of the message metadata corresponds to messaging operations to be transferred from the message-oriented-middleware cluster to the one or more remaining ones of the plurality of message-oriented-middleware clusters.


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