Abstract: The present disclosure relates to systems and methods for distributing decentralized compute resources. Compute resource metadata that identifies a set of decentralized compute resources can be received. A request to use one or more compute resources can be received. A digital twin can be generated. The digital twin can facilitate identification of a particular compute resource, and the digital twin can be representative of potential interactions between a receiver entity and a set of provider entities. An interaction can be initiated between the receiver entity and a particular provider entity. The interaction may involve allocating the particular compute resource from the particular provider entity to the receiver entity in response to the request.

Abstract: The present disclosure relates to systems and methods for tracking content across multiple content outlets. Content items, characterized by first metadata, and content slots, characterized by second metadata, can be received. Third metadata for digital content slots can be generated. Fourth metadata can be received. A recommended content item package can be provided based on a comparison between a combination of the first metadata, the second metadata, and the third metadata and the fourth metadata. The recommended content item package can include a content file and a metadata file. A performance and a measurement of the recommended content item package can be determined by executing the metadata file to track the content file across one or more of the content slots and the potential digital content slots. The performance and the measurement can be provided.

Abstract: The present disclosure relates to systems and methods for tracking content across multiple content outlets. Content items, characterized by first metadata, and content slots, characterized by second metadata, can be received. Third metadata for digital content slots can be generated. Fourth metadata can be received. A recommended content item package can be provided based on a comparison between a combination of the first metadata, the second metadata, and the third metadata and the fourth metadata. The recommended content item package can include a content file and a metadata file. A performance and a measurement of the recommended content item package can be determined by executing the metadata file to track the content file across one or more of the content slots and the potential digital content slots. The performance and the measurement can be provided.

Abstract: The present disclosure relates to systems and methods for tracking content across multiple content outlets. Content items, characterized by first metadata, and content slots, characterized by second metadata, can be received. Third metadata for digital content slots can be generated. Fourth metadata can be received. A recommended content item package can be provided based on a comparison between a combination of the first metadata, the second metadata, and the third metadata and the fourth metadata. The recommended content item package can include a content file and a metadata file. A performance and a measurement of the recommended content item package can be determined by executing the metadata file to track the content file across one or more of the content slots and the potential digital content slots. The performance and the measurement can be provided.

Abstract: The present disclosure relates to systems and methods for distributing decentralized compute resources. Compute resource metadata that identifies a set of decentralized compute resources can be received. A request to use one or more compute resources can be received. A digital twin can be generated. The digital twin can facilitate identification of a particular compute resource, and the digital twin can be representative of potential interactions between a receiver entity and a set of provider entities. An interaction can be initiated between the receiver entity and a particular provider entity. The interaction may involve allocating the particular compute resource from the particular provider entity to the receiver entity in response to the request.

Abstract: The present disclosure relates to systems and methods for enhancing data from disjunctive sources using a weighted interaction graph. First data about first entities can be received from a first data source. Second data about second entities at least partially different than the first entities can be received from a second data source. Relationships between each entity of the first entities and second entities can be determined, and a set of classes can be inferred from the first data and from the second data. A weighted interaction graph can be generated. The weighted interaction graph can indicate a likelihood of each entity interacting with a corresponding class. An extended set of data can be generated using the weighted interaction graph. The extended set of data can be output to facilitate communication with third entities that include the first entities and the second entities.