Patent ID: 11954609
Assignee: AT&T INTELLECTUAL PROPERTY I, L.P.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 14:
15. A non-transitory, computer-readable medium comprising instructions that, when executed by a processor, cause the processor to perform operations comprising:
creating a network knowledge graph;
constructing a machine learning model to determine a probability of an installation job needing a helper job to fulfill a service order, wherein the service order is associated with the installation job to install or modify customer equipment in a telecommunications network;
executing the machine learning model to determine the probability, wherein the machine learning model determines the probability based, at least in part, upon the network knowledge graph and a dependency score;
clustering the installation job with a plurality of installation jobs; and
dispatching a resources to complete the installation job and the plurality of installation jobs.