Abstract: Various embodiments include methods and devices for identity graphing of network genomes. Embodiments may include processing a node data set having unstructured node identifiers (IDs), determining potential node IDs from the node data set, determining node counts based on the potential node IDs, and classifying probabilities of accuracy of the node counts via a node count machine learning classifier model. Embodiments may further include classifying probabilities of accuracy of node IDs via a node ID machine learning classifier model. Embodiments may further include generating a data structure associating at least a first node ID of the classified node IDs with a network equipment ID. Embodiments may further include associating a classified probability accuracy of the first node ID with the first node ID.

Abstract: Computer processor hardware receives data associated with a set of elements in a network. The computer processor hardware assigns a unique identifier value to each respective element in the network. To produce encoded information representative of the network, the computer processor hardware chooses an attribute list indicating different attributes pertinent to the set of elements. For each unique identifier value indicating a corresponding network element, the computer processor hardware utilizes the received data to produce a corresponding set of encoded information indicating settings for the attributes in the list. The computer processor hardware produces a set of encoded information for each of the unique identifier values (and corresponding network elements) into an analytics data set defining the network.

Abstract: Systems, methods, architectures, mechanisms or apparatus for allocating a group of content channels among a plurality of slots of a radio frequency (RF) signal in a manner minimizing the number of slots necessary to support the content channels and number of movements of content channels between slots.

Abstract: Systems, methods, architectures, mechanisms or apparatus for allocating a group of content channels among a plurality of slots of a radio frequency (RF) signal in a manner minimizing the number of slots necessary to support the content channels and number of movements of content channels between slots.