CPC H04W 16/14 (2013.01) [H04L 41/16 (2013.01); H04W 16/10 (2013.01); H04W 24/02 (2013.01); H04W 28/20 (2013.01); H04W 28/24 (2013.01)] | 19 Claims |
1. A non-transitory computer-readable medium having a plurality of non-transitory instructions executable with a processor for acquiring network resources, the plurality of non-transitory instructions being executable for:
receiving information about network resource rights being offered by a network-resource auctioneer;
(ii) determining which network resource right(s) to acquire from the network-resource auctioneer by predicting which network resource right(s) will optimize a reward function using a machine learning model trained on previously implemented network resource rights and associated quality of experience (QoE) metrics;
(iii) acquiring the network resource right(s); and
(iv) instructing a communication component to transmit or receive communication signals via a network resource associated with the network resource right(s).
|