Hercules: Heterogeneous Requirements Congestion Control Protocol
CoRR(2024)
摘要
Today's networks are struggling to scale and satisfy the high number and high
variety of co-existing network requirements. While existing congestion control
(CC) protocols are designed to handle strict classification of network flows
into one or few priorities, a more granular and dynamic congestion control is
needed.
In this paper we present Hercules, a novel CC protocol based on an online
learning approach, which supports unbounded and continues requirements space.
We implemented Hercules as a QUIC module and we show, through analytical
analysis and real-world experiments, that it provides between 50%-250%
higher QoS for co-existing diverse network flows and outperforms
state-of-the-art CC protocols, even under high network congestion.
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