CPC H04W 24/06 (2013.01) [H04B 17/3912 (2015.01); H04W 24/02 (2013.01)] | 20 Claims |
1. A method comprising:
for each system parameter combination corresponding to system parameters of network components of a communication network:
generating a state comprising the system parameter combination, a traffic model, and a channel assignment;
executing a network traffic scenario through a virtualized testbed using the state, wherein the virtualized testbed emulates communication over a virtualized communication network between emulated communication devices and emulated network components based upon the system parameter combination, the traffic model, and the channel assignment; and
generating a reward for the system parameter combination based upon key performance indicators output by the network traffic scenario; and
configuring a network component of the communication network based upon a select system parameter combination selected based upon a reward policy and rewards of the system parameter combinations.
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