IEEE/ICACT20260115 Slide.12        [Big Slide]       Oral Presentation
・Next, I will explain the evaluation three scenarios: ・In the single-flow scenario, we evaluate throughput and bandwidth utilization under a steady-state condition. ・In the throughput convergence scenario, we evaluate how quickly the throughput recovers after competing flow stops. ・In the fair coexistence scenario, we evaluate fairness when RL-HKD coexists with other congestion control algorithms. ・All results are averaged over five trials, since RL-HKD used DQN and includes random elements. ・Due to time constraints, I only show the result of the single-flow scenario. For more details, please look at the paper in the proceedings.

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