US 12,244,515 B1
Systems and methods for providing on-demand access to resources across global or cloud computer networks using artificial intelligence models
Joao Paulo De Castro Marchese, Miami, FL (US); Christopher Opeyemi Olomo, Dublin (IE); Leonardo Perenha Baccala, Miami, FL (US); and Valeria Alejandra Sica, Miami, FL (US)
Assigned to Citibank, N.A., New York, NY (US)
Filed by CITIBANK, N.A., New York, NY (US)
Filed on Oct. 22, 2024, as Appl. No. 18/923,507.
Application 18/923,507 is a continuation in part of application No. 18/434,687, filed on Feb. 6, 2024, granted, now 12,126,546.
Int. Cl. H04L 41/16 (2022.01); H04L 47/70 (2022.01); H04L 47/78 (2022.01)
CPC H04L 47/822 (2013.01) [H04L 41/16 (2013.01); H04L 47/781 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A system for providing on-demand access to resources across global or cloud computer networks by using transformer models to estimate proxy resource capacities and leveraging the proxy resource capacities to enable on-demand access to the resources, the system comprising:
one or more non-transitory, computer-readable media storing instructions; and
one or more processors programmed using the instructions to:
retrieve event data representing a sequence of events associated with a first resource from a first blockchain network, wherein each event included in the sequence of events (i) corresponds to a blockchain action encoded in an action specific self-executing program, and (ii) comprises a tokenized capacity of the first resource to perform the blockchain action, and wherein the blockchain action corresponds to an off-chain action;
receive a first request, using the action specific self-executing program, to perform the blockchain action using the first resource, wherein the blockchain action is encoded in the action specific self-executing program;
determine, using the action specific self-executing program, a first tokenized capacity of the first resource from the first blockchain network based on the first request;
determine, using the action specific self-executing program, that the first tokenized capacity of the first resource fails to satisfy a condition for performing the blockchain action, wherein the condition is encoded in the action specific self-executing program;
input, using the action specific self-executing program, the event data and the first request to a trained transformer model to obtain a proxy tokenized capacity of the first resource;
responsive to determining that the proxy tokenized capacity of the first resource satisfies the condition for performing the blockchain action, transmit a second request to complete the off-chain action;
responsive to determining that the off-chain action was completed, execute the blockchain action, using the action specific self-executing program, to cause the proxy tokenized capacity of the first resource to be transferred to a second resource; and
generate, using the action specific self-executing program, an instruction to execute a second off-chain action to increase the first tokenized capacity of the first resource to the proxy tokenized capacity of the first resource.