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

Claim 16:
17. Computer-readable storage media storing instructions that are executable by one or more processors to perform operations comprising:
accessing historical state data to train one or more models using machine learning, wherein the historical state data is associated with a decentralized network layered on top of a blockchain network, and wherein the one or more models are trained to optimize routing within the decentralized network;
monitoring, in near-real-time and using the one or more models, state data associated with the decentralized network;
performing multiple simulations of traffic flows for a period of time over the decentralized network using the state data and the one or more models, wherein a state associated with a node of the decentralized network is adjusted for each of the multiple simulations;
determining an optimized state of the node to optimize routing within the decentralized network based on the multiple simulations; and
dynamically causing one or more actions to be performed by a node operator that configure the node to operate in the optimized state.