Systems and methods for contextualized resource orchestration in distributed networks

A system, comprises:

• one or more processors to:
• receive context data corresponding with an end node and resource data corresponding to a plurality of network-accessible resources;
• tag, writing to a metadata field, at least one of the plurality of network-accessible resources with availability metadata comprising a location identifier and a time interval, wherein the resource data comprises a subset of the plurality of network-accessible resources based on the availability metadata, and wherein the location identifier and the time interval comprise current location data for the end node at a first time, the current location data received from a user device corresponding with the end node;
• apply the context data and the resource data as input to a prioritization model to cause the prioritization model to generate resource priority data for the end node;
• determine at least one network-accessible resource from the plurality of network-accessible resources for orchestration at the end node based on the resource priority data, wherein determining comprises selecting, from the plurality of network-accessible resources, at least one resource comprising a priority value in the resource priority data satisfying a threshold and designating the at least one resource for assignment;
• generate a resource orchestration plan identifying at least one assignment and sequence of the at least one network-accessible resource for the end node;
• transmit the resource orchestration plan to the end node for execution;
• and
• receive outcome data corresponding to execution of the resource orchestration plan at the end node.

A non-transitory computer-readable medium storing instructions that, when executed by at least one processor, cause the at least one processor to perform operations comprising:

• receive context data corresponding with an end node and resource data corresponding to a plurality of network-accessible resources;
• tag, writing to a metadata field, at least one of the plurality of network-accessible resources with availability metadata comprising a location identifier and a time interval, wherein the resource data comprises a subset of the plurality of network-accessible resources based on the availability metadata, and wherein the location identifier and the time interval comprise current location data for the end node at a first time, the current location data received from a user device corresponding with the end node;
• apply the context data and the resource data as input to a prioritization model to cause the prioritization model to generate resource priority data for the end node;
• determine at least one network-accessible resource from the plurality of network-accessible resources for orchestration at the end node based on the resource priority data, wherein determining comprises selecting, from the plurality of network-accessible resources, at least one resource comprising a priority value in the resource priority data satisfying a threshold and designating the at least one resource for assignment;
• generate a resource orchestration plan identifying at least one assignment and sequence of the at least one network-accessible resource for the end node;
• transmit the resource orchestration plan to the end node for execution;
• and
• receive outcome data corresponding to execution of the resource orchestration plan at the end node.