Dynamic TCP Initial Windows and Congestion Control Schemes through Reinforcement Learning
IEEE Journal on Selected Areas in Communications(2019)
摘要
Despite many years of improvements to it, TCP still suffers from an unsatisfactory performance. For services dominated by short flows (e.g., web search and e-commerce), TCP suffers from the flow startup problem and cannot fully utilize the available bandwidth in the modern Internet: TCP starts from a conservative and static initial window (IW, 2-4 or 10), while most of the web flows are too short ...
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关键词
Servers,Web services,Reinforcement learning,Microsoft Windows,Bandwidth,Data communication
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