Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Two schools of thoughts have emerged over the recent debate on internet router buffer sizing. One school argues that the presence of a large number of flows leads to traffic desynchronization which therefore requires a small buffer size. The other school, hover, argues that doing so creates instability in the network and thus causes degradation in throughput. In this work,  use theoretical analysis based on a mean-field theory to demonstrate that the missing link beten the above two arguments is the fairness in packet dropping at the buffer. This mean-field theory provides a simple and yet quantitative tool to analyze the dynamics beten the TCP flows and the queue length. Our analysis shows that, for the widely deployed drop-tail queue management scheme, there is a trade-off beten the desynchronization among the flows and the fairness in the packet dropping process.
['Mei Wang']
I am writing a research paper on a idea Mean-Field Analysis of Buffer Sizing
[{"from": "human", "value": "I am writing a research paper on a idea Mean-Field Analysis of Buffer Sizing"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Two schools of thoughts have emerged over the recent debate on internet router buffer sizing. One school argues that the presence of a large number of flows leads to traffic desynchronization which therefore requires a small buffer size. The other school, hover, argues that doing so creates instability in the network and thus causes degradation in throughput. In this work,  use theoretical analysis based on a mean-field theory to demonstrate that the missing link beten the above two arguments is the fairness in packet dropping at the buffer. This mean-field theory provides a simple and yet quantitative tool to analyze the dynamics beten the TCP flows and the queue length. Our analysis shows that, for the widely deployed drop-tail queue management scheme, there is a trade-off beten the desynchronization among the flows and the fairness in the packet dropping process."}]