US 2025/0029099 A1Published application

Intelligent system for validating digital assets through power consumption telemetry tracking

AssigneeBank of America Corporation

InventorShailendra Singh

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Abstract

Intelligent validation of digital resources through power consumption telemetry tracking. Power consumption telemetry data associated with a digital asset is extracted from distributed trust computing networks and the like and is subsequently applied to Artificial Intelligence, such as ML models to determine a power consumption indicator. Validation rules engine is executed, which selects validation rules based at least on digital asset type and applies, at least, the power consumption indicator to the selected validation rules to determine validation status. The validation status, which may be partially based on a minimal power consumption threshold, is determinative as to whether or not the digital asset is authorized for acceptance into a digital asset exchange platform.

Claims20

Dependent claims

A system for intelligently validating digital assets, the system comprising:

a first computing platform including a first memory and one or more first computing processor devices in communication with the first memory, wherein the first memory stores:
a digital asset telemetry extractor executable by at least one of the one or more first computing processor devices and configured to:
extract telemetry data related to power consumed during minting or mining of a digital asset, and
a digital asset power consumption evaluation engine including one or more machine learning models, executable by at least one of the one or more first computing processor devices and configured to:
apply the extracted telemetry data to the one or more machine learning models to determine a power consumption indicator for the digital asset;
and
a second computing platform including a second memory and one or more second computing processor devices in communication with the second memory, wherein the second memory stores:
a validation rules engine including a plurality of validation rules, executable by at least one of the one or more second computing processor devices and configured to:
select one or more of the plurality validation rules based at least on a type of the digital asset,
apply at least the power consumption indicator to the selected one or more validation rules to determine a validation status of the digital asset, wherein the validation status is one of (i) authorized for digital asset exchange platform ingestion, or (ii) unauthorized for digital asset exchange platform ingestion
in response to determining the validation status as authorized for digital asset exchange platform ingestion, generate a set of ingestion validation rules, and
a digital asset ingestion module executable by at least one of the one or more second computing processor devices and configured to:
execute the set of ingestion rules to receive and validate the digital asset into a digit asset exchange platform.

10 more elements

A computer-implemented method for intelligently validating digital assets, the method being executable by one or more computing device processors and comprising:

extracting telemetry data related to power consumed during minting or mining of a digital asset;
applying the extracted telemetry data to one or more machine learning models to determine a power consumption indicator for the digital asset;
selecting one or more validation rules from amongst a plurality of validation rules based at least on a type of the digital asset;
applying at least the power consumption indicator to the selected one or more validation rules to determine a validation status of the digital asset, wherein the validation status is one of (i) authorized for digital asset exchange platform ingestion, or (ii) unauthorized for digital asset exchange platform ingestion;
in response to determining the validation status as authorized for digital asset exchange platform ingestion, generating a set of ingestion rules;
and
executing the set of ingestion rules to ingest the digital asset into a digit asset exchange platform.

4 more elements

A computer program product comprising:

a non-transitory computer-readable medium comprising sets of codes for causing one or more computing devices to:
extract telemetry data related to power consumed during minting or mining of a digital asset;
apply the extracted telemetry data to one or more machine learning models to determine a power consumption indicator for the digital asset;
select one or more validation rules from amongst a plurality of validation rules based at least on a type of the digital asset;
apply at least the power consumption indicator to the selected one or more validation rules to determine a validation status of the digital asset, wherein the validation status is one of (i) authorized for digital asset exchange platform ingestion, or (ii) unauthorized for digital asset exchange platform ingestion;
in response to determining the validation status as authorized for digital asset exchange platform ingestion, generate a set of ingestion rules;
and
execute the set of ingestion rules to ingest the digital asset into a digit asset exchange platform.

5 more elements

Dependencies are inferred from the claim text.

Facts

Application: 18/224,804Filed 21 Jul 2023
Published: 23 Jan 2025
Term ends: Not estimatedThe source records don’t support an estimate.

Classification6 codes

G06Q 20/0655
Using e-cash: e-cash managed centrally
G06Q 20/401
Authorisation, e.g. identification of payer or payee, verification of customer or shop credentials; Review and approval of payers, e.g. check…:…
G06Q 20/389
Payment protocols; Details thereof: keeping log of transactions for guaranteeing non-repudiation of a transaction
H04L 9/50
Cryptographic mechanisms or cryptographic arrangements for secret or secure communications; Network security protocols: using hash chains, e.g.…