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・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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