Abstract: System and method for using a network with base stations to optimally or near-optimally schedule radio resources among the users are disclosed. In certain embodiments the system and method are designed to operate in real-time (such as but not limited to 100 ?s) to schedule radio resources in a 5G NR network by solving for an optimal or near-optimal solution to scheduling problem by decomposing it into a number of small and independent sub-problems, selecting a subset of sub-problems and fitting them into a number of parallel processing cores from one or multiple many-core computing devices, and solving for an optimal or near-optimal solution through parallel processing within approximately 100 ?s. In other embodiments, the sub-problems are constructed to have a similar mathematical structure. In yet other embodiments, the sub-problems are constructed to each be solved within approximately 10 s of ?s.

Abstract: System and method for using a network with base stations to optimally or near-optimally schedule radio resources among the users are disclosed. In certain embodiments the system and method are designed to operate in real-time (such as but not limited to 100 ?s) to schedule radio resources in a 5G NR network by solving for an optimal or near-optimal solution to scheduling problem by decomposing it into a number of small and independent sub-problems, selecting a subset of sub-problems and fitting them into a number of parallel processing cores from one or multiple many-core computing devices, and solving for an optimal or near-optimal solution through parallel processing within approximately 100 ?s. In other embodiments, the sub-problems are constructed to have a similar mathematical structure. In yet other embodiments, the sub-problems are constructed to each be solved within approximately 10 s of ?s.