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:
Jan. 30, 2024

Filed:

Sep. 20, 2022
Applicant:

Block, Inc., San Francisco, CA (US);

Inventors:

Joseph Palermo, Toronto, CA;

Marc Tyndel, Toronto, CA;

Hashiam Kadhim, Scarborough, CA;

Assignee:

Block, Inc., Oakland, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 9/00 (2022.01); G06Q 20/00 (2012.01); H04L 45/44 (2022.01); H04L 41/16 (2022.01);
U.S. Cl.
CPC ...
H04L 45/44 (2013.01); G06Q 20/00 (2013.01); H04L 9/00 (2013.01); H04L 41/16 (2013.01);
Abstract

Dynamically optimizing routing within a decentralized network is described. In accordance with the described techniques, a node operator accesses historical state data associated with a decentralized network layered on top of a blockchain network. Using machine learning, the node operator trains one or more models based on the historical state data. For example, the node operator trains the one or more models to optimize routing within the decentralized network. In near-real time and using the one or more models, the node operator monitors state data (e.g., current state data) associated with the decentralized network. Based at least in part on the monitoring, the node operator performs one or more actions to optimize the routing within the decentralized network.


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