| CPC H04L 67/5682 (2022.05) [H04L 41/16 (2013.01); H04L 67/1004 (2013.01)] | 20 Claims |
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1. A server for obtaining a load balancing artificial intelligence (AI) model for a plurality of base stations in a communication system, the server comprising:
at least one memory storing instructions; and
at least one processor configured to execute the instructions to:
obtain a plurality of teacher models based on a plurality of traffic data sets collected from the plurality of base stations, respectively;
obtain a plurality of student models based on knowledge distillation from the plurality of teacher models, wherein the plurality of student models is trained based on a knowledge distillation loss that represents a difference between a teacher prediction of the plurality of teacher models and a student prediction of the plurality of student models, and
obtain the load balancing AI model for the plurality of base stations based on the plurality of student models.
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