Patent ID: 11888730
Assignee: BLOCK, INC.
Field: Digital communication (Electrical engineering)
Classification: CPC H  G | IPC G  H

Claim 10:
11. A system comprising:
a node of a decentralized network that is layered on top of a blockchain network, the node configured with settings that control routing of network traffic through the node of the decentralized network; and
a node operator associated with the node and configured to:
obtain state data describing a state of the decentralized network;
process the state data using one or more machine learning models to generate a prediction of optimized settings for the node, wherein:
the one or more machine learning models are used to perform multiple simulations of traffic flows for a period of time over the decentralized network with the state data;
a state associated with the node is adjusted for each of the multiple simulations, and
the prediction of the optimized settings for the node is based on optimized routing within the decentralized network in the multiple simulations; and

dynamically adjust one or more of the settings of the node to conform to the optimized settings.