Digital twin for distributing decentralized compute resources

A non-transitory machine-readable storage medium comprising a computer-program product that includes instructions configured to cause a data processing apparatus to perform operations comprising:

• receiving compute resource metadata that identifies a set of decentralized compute resources, wherein:
• each decentralized compute resource in the set of decentralized compute resources is configured to be allocated to a separate entity;
• and
• each decentralized compute resource in the set of decentralized compute resources is associated with a different provider entity of a plurality of provider entities;
• receiving, from a receiver entity, a request to use one or more compute resources;
• generating, based on the request, a digital twin comprising a data object having stored data generated based at least on the request and the compute resource metadata, the digital twin facilitating identification of a particular compute resource of the set of decentralized compute resources, wherein the digital twin is representative of a plurality of potential interactions that include potential interactions between the receiver entity and each provider entity of the plurality of provider entities, wherein the particular compute resource is an optimized compute resource;
• and
• initiating, by using the digital twin, an interaction between the receiver entity and a particular provider entity of the plurality of provider entities, wherein the interaction involves allocating the particular compute resource from the particular provider entity to the receiver entity in response to the request, wherein initiating the interaction comprises:
• determining, by the computing device and by using the digital twin, an amount of non-computing resources to be transferred prior to initiating the interaction;
• and
• facilitating, by the computing device, a transfer of the amount of non-computing resources to a blockchain from the receiver entity;
• and
• allocating, by the computing device, the optimized compute resource from the particular provider entity to the receiver entity in response to facilitating the transfer of the amount of non-computing resources to a blockchain from the receiver entity.

A system, comprising:

• one or more data processors;
• and
• a non-transitory computer-readable storage medium containing instructions which, when executed on the one or more data processors, cause the one or more data processors to perform operations comprising:
• receiving compute resource metadata that identifies a set of decentralized compute resources, wherein:
• each decentralized compute resource in the set of decentralized compute resources is configured to be allocated to a separate entity;
• and
• each decentralized compute resource in the set of decentralized compute resources is associated with a different provider entity of a plurality of provider entities;
• receiving, from a receiver entity, a request to use one or more compute resources;
• generating, based on the request, a digital twin comprising a data object having stored data generated based at least on the request and the compute resource metadata, the digital twin facilitating identification of a particular compute resource of the set of decentralized compute resources, wherein the digital twin is representative of a plurality of potential interactions that include potential interactions between the receiver entity and each provider entity of the plurality of provider entities, wherein the particular compute resource is an optimized compute resource;
• and
• initiating, by using the digital twin, an interaction between the receiver entity and a particular provider entity of the plurality of provider entities, wherein the interaction involves allocating the particular compute resource from the particular provider entity to the receiver entity in response to the request, wherein initiating the interaction comprises:
• determining, by the computing device and by using the digital twin, an amount of non-computing resources to be transferred prior to initiating the interaction;
• and
• facilitating, by the computing device, a transfer of the amount of non-computing resources to a blockchain from the receiver entity;
• and
• allocating, by the computing device, the optimized compute resource from the particular provider entity to the receiver entity in response to facilitating the transfer of the amount of non-computing resources to a blockchain from the receiver entity.