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:

Aug. 10, 2021
Applicant:

Datto, Inc., Norwalk, CT (US);

Inventor:

William J. Sherwood, Jr., Rochester, NY (US);

Assignee:

DATTO, INC., Norwalk, CT (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/46 (2006.01); G06F 9/50 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 9/505 (2013.01); G06F 9/5016 (2013.01); G06F 9/5077 (2013.01); G06N 20/00 (2019.01);
Abstract

The Machine-Learning-Based Load Balancing for Cloud-Based Disaster Recovery Apparatuses, Processes and Systems ('MLLB') transforms workload agent installation request, AWCD training request, NWCD training request, asset workload classification request, node workload classification request, asset virtualization request inputs via MLLB components into workload agent installation response, AWCD training response, NWCD training response, asset workload classification response, node workload classification response, asset virtualization response outputs. An asset virtualization request datastructure is obtained. A set of asset workload classification labels for the asset determined using an asset workload classification datastructure is retrieved. A set of node workload classification labels for each node in a set of available compute nodes determined using a node workload classification datastructure is retrieved. A set of compatible candidate compute nodes is determined using a set of capacity threshold rules. A virtual machine corresponding to the asset is instantiated on a selected candidate compute node.


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