Semantic routing inference systems, methods, and apparatuses

Abstract

The present disclosure sets forth systems, apparatuses, and methods that intelligently route data through a network. One method involves receiving data, determining, based on comparing an aspect of the data to metadata associated with the at least two other nodes, a probability distribution indicating routing probabilities. Based on determining that at least one of the at least two other nodes is associated with a routing probability greater than a threshold, routing the data to the at least one of the at least two other nodes. Based on the determining that the at least two other nodes are not associated with probabilities greater than the threshold, the method determines contextual information and transformed network structure, and based on that, the data is routed to a first node of the at least two other nodes.

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