Dynamic TCP-Vegas based on cuckoo search for efficient congestion control for MANET

D. Sunitha, A. Nagaraju, G. Narsimha
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引用次数: 5

Abstract

In the internet congestion control, transmission control protocol (TCP)-Vegas is a source algorithm that provides better performance. However, it has two main issues: first one is rerouting and unable to identify updation of round-trip time (RTT) when changes occurred in the network, these two problems leads to affects the performance of Vegas. These drawbacks persist mostly in the Vegas estimation process of the propagation delay, i.e. BaseRTT. In this paper, we proposed a novel algorithm that uses the cuckoo search optimisation algorithm for selecting the optimal value of BaseRTT. Also, our proposed algorithm has dynamically considered slow start algorithm based on the estimation in real time, the available bandwidth and adjust decrease/ increase rate in congestion avoidance phase for a particular network environment. Simulation results have shown that our proposed algorithm can effectively avoid packet losses and attain the maximum throughput when compared with existing algorithms.
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基于杜鹃搜索的动态TCP Vegas在MANET中的有效拥塞控制
在网络拥塞控制中,传输控制协议(TCP -Vegas)是一种性能较好的源算法。然而,它有两个主要问题:第一个是重路由和无法识别更新的往返时间(RTT),当网络发生变化时,这两个问题导致影响Vegas的性能。这些缺点主要存在于传播延迟的维加斯估计过程中,即BaseRTT。本文提出了一种利用布谷鸟搜索优化算法选择BaseRTT最优值的新算法。此外,我们提出的算法还动态考虑了基于实时估计的慢启动算法、可用带宽和在特定网络环境下的拥塞避免阶段的调整减增率。仿真结果表明,与现有算法相比,该算法可以有效地避免丢包,实现最大吞吐量。
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